Sample of roofing estimate

r/23andMe

2011.03.01 01:47 flipmosquad r/23andMe

Talk about your genes and their possible implications! Discord: https://discord.gg/3Jjc3GdmtB
[link]


2013.07.03 16:21 hourgaming Home Renovations; your source for home upgrades and repairs.

We allow blogs, social media, YouTube, and other such posts. We ask that you include descriptions explaining what the viewer is seeing. Captionless before and after photos do not do justice to all your hard work, and generally do not get much traffic. ***Finished home renovation submissions without adequate details/photos will be removed. /HomeRenovations is about the process just as much as the final result***. Otherwise, show us what you've got! We love home renovations in every form.
[link]


2024.05.19 05:01 PodandLeviathan [Android][2012-2016]A game where you drive a vehicle on a small map as a taxi and others vehicles.

Platform(s): The platform on which I played it was Android, I downloaded it from the Play Store, I remember that the application icon was a taxi on a light blue background.
Genre:: The game genre was about driving vehicles to take passengers to their destination in a period of time. Third-person view with the camera following the vehicle.
Estimated year of release: The game was from 20012-2014.
Graphics/art style:: The map graphics, cars and npc. They look like those from Pokemon Quest, that simple style and ''nice and pleasant'' shapes. It also has a certain resemblance to the cars from Crossy Road. It was always sunny, there were cars driving on the roads, you could see the npc's raising their hands to ask for a taxi, there were no animals. The map was made up of a small city to the North and an urban neighborhood to the South. Both parts were linked by two bridges and in the center a small wooden port. The map was bounded by water and you could sink.
Notable characters: You always drove vehicles, cars of all kinds, fire engines, taxis, police cars, personal vehicles, I don't remember if there were sports cars, ambulances, etc.
Notable gameplay mechanics: : The characters were cars, you started with a taxi and later you could get more varied cars, such as garbage trucks, police cars, firefighters.
Other details: You could play offline. The game was simple, there was the game menu while in the background you could see your selected car, when you touched the screen your car accelerated and you started looking for passengers. There was also the section where you could see the vehicles that you already have, but still need to obtain. I don't remember how the cars were obtained, I guess they were coins that you earned and used to get a random car. It is similar to when you open a Counter strike box. I remember you could see NPCs raise their hands to get your attention. I also remember that you could run over said passengers and the police would start chasing you. You always drove across the map. You could go across the road avoiding the cars in front of you and you could take shortcuts if your car could fit through them. I remember that on the left of the screen a timer appeared to take the passenger to their destination. I don't remember if you could take more passengers in your car (probably yes).
What I remember most is the game map, I did my best to draw it as I remember it.
The red color to the north refers to a Cinema/theater, to the north you can see what would be the beach there was and to the south I remember that there was also sand, the orange is a gas station that I remember there was always there, the purple is the houses in the urban area, the brown thing in the center is that small fishing port that you could use as a shortcut, the yellow thing was a barber shop that was located in that area, the roads are gray colors and the red thing divided with a road was a building residential that had an alley.
The drawing is simple, but it can be very useful. This is what the map would look like from afar as far as I can remember. To help, the northern area is full of gray residential buildings and the urban area is houses with wooden roofs. I hope this is helpful to help me find this game.
https://preview.redd.it/sfhwj86uua1d1.png?width=2486&format=png&auto=webp&s=a496071ad2b334aeabf372eae6d003dcddebeb04
submitted by PodandLeviathan to tipofmyjoystick [link] [comments]


2024.05.19 04:59 CMAHawaii New roof cost?

My mom is looking at buying a 34yr old house and it has original roof. My mom wants to put PV and figures she has to put on a new roof. Roofers can't give us an estimate till the look at the house, which they can't do cuz we don't own it. It's a one story and only 952sf. Anyone pay for new roof lately? I know most homes are 2 story but any sharing of cost will at least give us a ballpark. TIA
submitted by CMAHawaii to Hawaii [link] [comments]


2024.05.19 04:10 Simple_Reindeer_9998 Quotes and Math

I've spent the better part of the month getting estimates, research, and most importantly, doing math. I'm going to oversimplify this, but I feel like this industry is, "Hey....I have a way for you to save $3 a day. It will only cost you $5 a day." I love the idea of going solar, but the math just doesn't add up. Every estimate is based on the assumption that electric rates are going get ridiculous in the near future. The shadyness from sales people telling you that you can include your new roof in your FTC is quite concerning. One company offered me $3.70 ppw system at 4.99%. I told them that I'm never paying that much ppw. They came back with $3.40 at 11.99%. LOL.
submitted by Simple_Reindeer_9998 to solar [link] [comments]


2024.05.19 03:49 AnonymousAnticss Need advice: Should I proceed with buying this home? Estimated costs?

Need advice: Should I proceed with buying this home? Estimated costs?
Hi everyone, I recently found a home I’m considering buying, but there are some concerning issues that have cropped up during the inspection. House age is approx 100 years.
The major red flag is noticeable brickwork cracking, which might require significant remedial work or even replacement. There may be potential subsidence associated with the subfloor piers. Some of the ground material is clay and this may be a contributing factor.
Additionally, there are some minor defects like uneven/sloping floorboards, inadequate site drainage, and roof plumbing not properly connected to stormwater drainage. I'm unsure about the potential costs involved in fixing these issues. Any advice or estimates would be greatly appreciated before I make a final decision. Thank you!
submitted by AnonymousAnticss to AusPropertyChat [link] [comments]


2024.05.19 03:41 rrickrolled Staying power on Byredo perfumes?

Hi! I saw a post about the new Byredo discovery set which is $255 and includes 24 sample sizes of their most popular perfumes + a voucher to redeem for your favorite one!
I’ve never owned a Byredo fragrance, but I saw under the comments people were saying the staying power wasn’t too good. Is this true? And is it dependent on the perfume you get from Byredo. I would be helpful if possible to include the estimated number of hours or stays on/a fragrance with similar staying power. Personally, I find that BR540, YSL Libre Intense, and VBB Portofino ‘97 stay on all day for me (8+ hours).
Thanks!
submitted by rrickrolled to FemFragLab [link] [comments]


2024.05.19 03:36 thiccst0ner advice for negotiations

We are currently negotiating an offer on a house. We originally really liked it but since our inspection, receiving well water test results and sitting with the decision, we were ready to terminate the contract and move on. The well water came back with high levels of arsenic requiring installing a whole filtration system. We felt it would all be too much work as first time homeowners, but now the seller wants to negotiate with us.
They have offered to hook the house up to city water (which is available on the road) and take $10,000 off for the roof as well as “any other credits”.
Some things we would be looking for credits on, based on the inspection, include: - Electrical: breaker panel needs some switches replaced, total of 7 outlets need to be swapped up for gfci - Plumbing: small inside and outside leaks on faucets, one wobbly toilet - Skylight seal broken and may need replacing - New hot water heater - Trimming branches near power lines - Deck installed without permit (not up to code but stable for the time being) - New garage door and motor - New handrails on 2 indoor, 1 outdoor staircases - New smoke detectors - New window screens - Siding is in overall okay shape but some are loose, and the trim was clearly DIY’d
We tried to estimate everything to the best of our ability (without getting actual quotes) and came up to about $30k in additional credits. Not to mention the house is a bit of a fixer upper and we’d be doing basically a whole kitchen renovation, replacing the flooring in one room and the hardwood on the staircase. (We do have a bit of savings to cover the cost of this kitchen & flooring.)
To summarize, asking price was $335k, we originally offered $385k contingent on inspection. Now they are offering to hook us up to city water, take $10k off the roof and “any other credits” which we are roughly estimating to be $30k. We would like to ask them to pay closing costs too. Final offer after all credits including roof would be $345k, which is still $10k above asking.
We are worried our counter offer will be too “sharky”especially in this market. We really like the area and location but it does need quite a bit of work so we want to get the best deal we can, obviously. This is a super competitive market and want to make the best decision. Any opinions are greatly appreciated!
submitted by thiccst0ner to FirstTimeHomeBuyer [link] [comments]


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submitted by ryanmark234 to nursinghelp2024 [link] [comments]


2024.05.19 00:34 John_Smith_4724 Online Nursing Exam Help Reddit Nursing Exam Taker Reddit Nursing Class Help Reddit do my nursing Class Reddit Nursing Assignment Help Reddit Nursing Homework Helper Reddit Nursing course Help Reddit Take my Nursing Course Reddit Nursing Test Quiz Help Reddit Hire Expert Reddit

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I am very knowledgeable and proficient in assisting students in a wide range of mathematics classes. I can help students complete their homework assignments and other projects get an A on quizzes, tests, and exams (including proctored assessments) answer online discussion posts write essays & papers in MLA APA Chicago format and provide general overall academic help in each math course listed below:
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submitted by John_Smith_4724 to nursinghelp2024 [link] [comments]


2024.05.19 00:10 Heatherlee2019 All You Need to Know About InventHelp and Its New Invention and Patent Services

All You Need to Know About InventHelp and Its New Invention and Patent Services
https://preview.redd.it/y26q7knqd91d1.jpg?width=324&format=pjpg&auto=webp&s=bd98dc668392c762a201a1502db2e97e0578e208
Wonderful inventions abound in the world that were once only the product of geniuses' epiphanies. Most of us cannot image a world without the inventions and conveniences that we have grown to depend on and take for granted. The world does, of course, always change, in part because bright brains never stop coming up with amazing ideas for inventions that can improve people's lives.
It can be overwhelming to a new inventor with a fantastic idea to know where to begin or what to do. Sometimes as a result, people give up on their aspirations of invention and put the concept out of their heads. Had this occurred with any of the numerous inventions on which we now so rely, just think! Instead of giving up on an idea, new inventors can consult industry professionals like InventHelp.
Naturally, you want to be sure you make the best decision when you are thinking about hiring a new inventions company to help you advance with your idea as a new inventor. This implies that you must do your homework and learn as much as possible about any service—InventHelp included—that you are thinking about using. Fortunately, you may make your decision more easily because InventHelp has been in the business for many years and there is a wealth of information available online.
When you get into the field of new inventions, you will need assistance with everything from marketing to patent protection to prototype development and more. From the beginning to the conclusion of your first invention journey, a full-service provider such as InventHelp will be able to support you.
We've written a guide with additional details about InventHelp and what it offers new inventors to help you make the best choice. You can also read Q&As from other new inventors trying to learn more about the company and some of the most often asked questions by those who do online research on the company.
Questions from New Inventors About InventHelp

Many new inventors understandably have a lot of questions when they consider working with a company like InventHelp to move forward with their invention idea. Naturally, they want to ensure that they choose the best new invention service provider for them, which means learning about some key factors that can help them make the right decision. So, let's look at some of the questions that new inventors ask about InventHelp, because they can help you learn a lot about the provider and its new invention services.

How Long Has InventHelp Been Around?
Most new inventors want to know how long InventHelp has been in this industry. This shows how reliable, experienced, and well-known the company is. You should find a new invention service provider that has a good reputation and a lot of experience in the field. To do this, you should find out how long they have been in business.
The good news is that InventHelp has been around for a long time. It began in the mid-1980s. From then on, the business has helped many new inventors in many different niches and fields, and it has built a strong reputation along the way. It is easy to see why a lot of new inventors choose to use this service to help them with their first invention. They have been in business for more than forty years.
Also, it's important to note that InventHelp has 65 offices in the US and Canada, making it a very strong presence there. The company hires teams of professionals with years of experience and knowledge in the field. The company is also divided into different departments that handle different parts of the new invention process. This includes professionals in legal matters, marketing, design, and a lot of other fields.
So, if you want to hire a new invention company with a long history, you can rest easy knowing that InventHelp has been around for decades.
Can InventHelp Assist with Patenting My Idea?
A lot of new inventors don't know much about patenting, but they do know that it's an important part of the invention world. There are a lot of people who want to know if InventHelp can help them get patent protection because of this. They can do this without any problems.
When you work with InventHelp, the team can put you in touch with lawyers who specialize in patent law. This way, you can get patent searches and applications done right away. Then, with the help of lawyers, you can get your patent protection set up. This will give you more peace of mind and protection.
Getting a patent for a new invention can be hard and take a long time because there are so many steps involved. Patent searches are needed to make sure that your invention won't violate any patents that are already out there. In addition, the patent application process has to be completed. This can be difficult and stressful for people who don't know much about patent law.
There could be serious problems for you in the future if you don't have patent protection in place or if searches aren't done. If you don't do the right research, your invention might violate an existing patent, which could get you in trouble with the law. Someone could steal your idea or design if you don't have a patent to protect it. They could then claim it as their own, which is called intellectual property theft. Also, someone else could have the exact same thought and patent it before you do.

What Are the Benefits of Using InventHelp?
When looking into this invention company, many new inventors wonder how InventHelp can assist them and what advantages they will reap from working with the firm. Obviously, you should inquire about this and conduct research to make sure the provider is a good fit for you. You should know that InventHelp offers assistance in a wide variety of ways since they are a full-service new invention provider.
The many steps involved in bringing a new invention to fruition can be overwhelming and difficult for a first-time inventor. In order to help you with this, the experts at InventHelp are available to you at all times. As a new inventor, you can expect a great deal of assistance from the provider, and there are numerous advantages to working with them. Now we can examine a few of the main advantages:
· You get support and guidance from the start to the end of your first invention journey from industry experts
· They can assist with important tasks such as patent protection and searches, creating prototypes, and more
· You can benefit from access to a database of thousands of companies that are willing to review your invention idea
· There is access to a wide range of tools and resources to help you to learn as you go
· The team can help with marketing your invention to help generate interest
· You can get assistance with creating great pitches to impress potential investors and businesses
· There is tailored support to meet your individual needs

This is just a sample of the wide range of services and assistance that InventHelp can provide to new inventors. As a result, it has become a very popular choice among new inventors in all sorts of industries.

Can InventHelp Assist with Prototype Creation?
They think that just telling people about their new invention idea is enough, and some new inventors don't realize how important a prototype is. To attract attention and, maybe, investment, you need to be creative. If you have a prototype, you can use it here.
Sharing the visual, functional, and operational aspects of your invention can be challenging without a prototype. Prototyping allows you to accomplish this in a way that is impossible without one. Selecting the most appropriate prototype from the many available choices is crucial.
If you need help with this, InventHelp has a team of design experts that can help. Their assistance in developing a faultless prototype can greatly increase your chances of attracting the attention of potential investors.
Will InventHelp Review My Idea?
One thing that a lot of new inventors want to know about InventHelp is if the people who work there will give them feedback on their invention idea. They will not do this, which is a shame, because it would not be right for them to. In fact, it's important to remember that no new invention company should give their opinion, and if they do, that should be a red flag. You can't ask the team what they think about your invention idea, so don't expect them to give you feedback.
You can, of course, do other things if you want to find out what other people think about your invention idea. These days, a lot of people do things like this on social media. If you have a lot of friends, you can share the idea to see what they think. You should be very careful, though, because you don't want your idea to get stolen by someone else before you get a patent for it.
One of the safest things you can do is to ask your close friends and family what they think about your invention idea. Not all of them will tell you what you want to hear, but some will probably tell you the truth. This means that you can get an honest opinion from some of them.
What Can InventHelp Do for Me?
New inventors sometimes don't know what a new invention services provider does or how they can help someone who is new to the world of invention. Well, as we've already talked about, they can help you in a lot of different ways. This is especially helpful for people who don't know much about invention or have little experience with it.
If you've never been involved with inventions before, you should know that the whole process can be very complicated and hard to figure out. This can make it very stressful and scary for new inventors. Some people find it so scary that they give up on their idea or invention dreams rather than continuing to try and get past the problems they face.
If you have professionals there to help you, the process is much easier and less likely to be scary and stressful for you. You can have a better first journey as an inventor with the help of InventHelp. They can make sure you enjoy and learn from your first experience. This can boost your confidence and fire you up to move forward with your dream of making a new invention.
Will InventHelp Assist with Marketing?
Marketing is an important aspect of new inventions, but many first-time inventors are unfamiliar with it. Many newbies wonder if the InventHelp team can help, and with a team of marketing experts on hand, the answer is yes.
When it comes to marketing your new invention idea, it is critical that you employ the appropriate marketing techniques and strategies, as these can make a significant difference in generating more interest and raising awareness of your invention. Having professionals on hand to assist you with this aspect of things can be extremely beneficial.
In addition to assisting with marketing campaigns, the InventHelp team can help you develop a strong pitch for your new invention. When it comes to impressing businesses and potential investors, having a great pitch is essential, but most new inventors are lost. With the experts on hand to help, you'll have one less thing to worry about.
Will I Succeed with InventHelp?
Some new inventors think that if they go to a new invention company, they will be sure to be successful. There is no way to know for sure that you will succeed, so this is not true. That's why you should be very wary of companies that say their new invention will be a success. Not even the most experienced inventors can be sure if their latest idea will work or not.
When you first start out as an inventor, your dedication and hard work will definitely lead you in the right direction. You can get through your whole journey with the help of the right people and information. But none of this means you will be successful, so you should never go into this business thinking you will do well no matter what.
People Also Ask: More Questions and Answers About InventHelp

When you run a search in InventHelp, you will also find a wide range of other questions that people ask, and it is well worth reading through these if you want to learn more about the provider and what it has to offer. This is a great way of getting some of your own questions answered, and viewing some other questions that you might not have thought about. Some of the top questions that people also ask are:

How Much Does InventHelp Cost?
New inventors want to get rich fast, but they have to live on a tight budget like everyone else until their invention becomes a hit. Most people have a set amount of money they want to spend on their new invention idea. So, they want to know if InventHelp charges for its services and, if so, how much it will cost.
Not only that, but keep in mind that InventHelp is a business and needs to make money just like any other business. Because of this, services can't be given away for free, and there is a cost to become a client. Getting the service can cost different amounts, so you need to talk to them about your project first to find out how much it will cost.
That being said, the business is very clear about its prices and fees, so you can find out exactly how much you'll be charged before you sign anything or commit to anything. Because of this, you won't have to worry about any hidden fees, and you'll know right away how much the service will cost. Then, among other things, the costs will help you decide if you want to sign up or not.
And, of course, you should think about how much help and services you will get from InventHelp as part of the fee they charge. It can be hard for new inventors to figure out how to go about the processes involved with new inventions, as we've already said. Getting the right support and help can make a huge difference.
Is InventHelp a Legitimate Company?
The legitimacy of InventHelp is another question that people frequently pose online. Naturally, when a person uses a company for the first time, especially for something as crucial as supporting their new invention, they are always concerned. Many people who are unaware of InventHelp are therefore interested in learning if it is reliable.
Given its existence since the middle of the 1980s, the company has a proven track record. Many inexperienced inventors have already benefited from it in the past with inventions in a variety of fields. Furthermore, the internet offers a wealth of information about the provider, including testimonials and reviews, which helps you to find out more about its standing.
Just like with any other business you are using for the first time, before you join up with a new invention services company, including InventHelp, do as much research as you can. This allows you to gauge their offerings more fully and decide if it is the best option for you.
InventHelp is, however, a respectable business with a solid presence in 65 cities in the US and Canada and forty years of experience in the field.
How Can InventHelp Assist with Patenting?
New Inventors often ask online if InventHelp can help new inventors with the patenting process. Some new inventors are also interested in this. As we already talked about, patenting is a very important part of the process. Its job is to keep you and your invention safe. The good news is that InventHelp has a team of lawyers and can put you in touch with one of their patent law experts to make sure that the searches are done and that the patent protection is filed quickly and correctly.
This can help you get your patent faster and give you peace of mind that everything has been done correctly. When you go through legal processes like patent protection, you need to make sure that everything is done correctly. The lawyers at InventHelp can help you with this.
Can InventHelp Offer Funding?
Not many new inventors think about how to pay for their invention at first, but later on, they do. This is why a lot of people have asked if InventHelp can give money to new inventors. InventHelp does not directly offer funding, but they can still help in other ways.
The team can, for example, put you in touch with possible investors who might be willing to give you money if your new invention idea really impresses them. In addition, they can help you make a great pitch that will impress investors, which will increase your chances of getting new ones on board.

Does InventHelp Offer Confidentiality?
Rightly so, most new inventors are fiercely guarding their new invention concept! They therefore want to make sure that the specifics of their invention are safe and secure, and many of them wonder if InventHelp provides a private service.
You may relax though, because the InventHelp staff is highly concerned with information security and secrecy. Keeping this in mind, they have put in place a number of procedures to guarantee the security and safety of your data. This covers the companies on their database as well as all others who will be working on your project signing confidentiality agreements.
During their online research on InventHelp and its services, many people have the following important questions.
Can InventHelp Help with International Patents?
InventHelp can assist inventors with international patent applications through mechanisms like the Patent Cooperation Treaty (PCT) and by coordinating with foreign associates or patent agents.

Do I Need a Prototype to Work with InventHelp?
While having a prototype can be helpful, it is not always necessary to work with InventHelp. They can assist inventors at various stages of development, from conceptual ideas to prototypes.

What Should I Prepare Before Contacting InventHelp?
Before contacting InventHelp, it can be helpful to have a clear description of your invention idea, any sketches or diagrams, and an understanding of your goals for the invention.

How Long Does It Take to Get a Patent with InventHelp's Assistance?
The time it takes to obtain a patent can vary based on factors such as the complexity of the invention and the patent office's processing times. InventHelp can provide estimated timelines based on your specific case.

What Happens After I Contact InventHelp?
After contacting InventHelp, they will typically schedule a consultation to discuss your invention and determine how they can best assist you in achieving your goals.

Can I Work with InventHelp If I Already Have a Patent?
Yes, InventHelp can provide various services even if you already have a patent. They can assist with marketing, licensing, and commercialization efforts.

Is There a Guarantee of Success with InventHelp?
There is no guarantee of success in the invention and patenting process, as it depends on various factors including the novelty of the invention and market conditions. InventHelp can provide guidance and support, but success is not guaranteed.

Can InventHelp Help with Non-Disclosure Agreements (NDAs)?
Yes, InventHelp can assist in the preparation of non-disclosure agreements (NDAs) to help protect your invention idea when discussing it with potential partners or investors.

Do I Have to Share Ownership or Royalties with InventHelp?
Any agreements about ownership or royalties will be based on the deal that the inventor and InventHelp make, and these terms should be written down in the deal.
How Much do Inventors Make on Royalties?
Inventors' royalty earnings vary widely, but typical royalty rates range from 2% to 10% or more of net sales, depending on several factors.
Can I Just Sell my Invention Idea? Yes, you can sell your invention idea to a company or individual without having to manufacture or develop the product yourself.

Should I Patent my Idea Before Selling?It's generally advisable to consider patenting your idea before selling it, as a patent can add significant value and protection to your invention when negotiating with potential buyers or licensees.
How do Inventors get Paid? Inventors typically get paid through royalties, upfront payments, or a combination of both, as specified in a licensing or sale agreement with a company or individual interested in their invention.

Summary of Benefits of Using InventHelp

After reading new inventor and online research questions about InventHelp, let's explore its benefits. You should weigh the pros and cons of any provider you use to help with your invention, but InventHelp has many benefits. Among the most important:
· Support and guidance
· Assistance with practical processes
· Access to tools and resources
· Access to a range of crucial services
· Expertise of professionals
· Transparency and honesty
· Ability to get your invention idea reviewed
· Great confidence and motivation
· Help from beginning to end as a new inventor
· Confidentiality and security when it comes to your information

Getting Started with InventHelp

Simply get in touch with InventHelp if you believe they would be the best provider to help you launch your career as a new inventor. You will know much better, among other things, what has to be done and how much it will cost once you have discussed your project and idea with the team. Then you can start anticipating an exciting and enlightening first adventure as a new inventor.
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2024.05.18 23:55 multi-chain A Review of Artificial Intelligence and Metaheuristic Algorithms"

The Challenge of Nanovector Synthesis

Nanovectors (NVs) have shown great promise as drug delivery systems, but their development is hindered by the vast number of potential NVs and the complexity of their physicochemical properties. Traditional trial-and-error experimentation is time-consuming and resource-intensive, making it essential to explore alternative approaches.

The Power of Artificial Intelligence and Metaheuristic Algorithms

Artificial intelligence (AI) and metaheuristic algorithms offer a solution to this challenge by providing efficient modeling and optimization tools. This review focuses on the use of AI and metaheuristic algorithms for nanoparticle synthesis in drug delivery systems, highlighting their potential to accelerate the development of optimal NVs.

Key Findings

The review reveals that:
  1. Neural networks outperform linear regression algorithms and response surface methodology in modeling NVs properties.
  2. There is a limited number of studies comparing AI or metaheuristic algorithms.
  3. There is no information on the appropriateness of sample size calculations for AI algorithms.

Testing AI and Metaheuristic Algorithms

To address these findings, the authors tested the performance of two AI algorithms, multilayer perceptron artificial neural network (MLP-ANN) and adaptive neuro-fuzzy inference system (ANFIS), on a NV dataset. The results show that ANFIS outperforms MLP-ANN.
For metaheuristic algorithms, the authors optimized benchmark functions using cuckoo search, firefly algorithm, genetic algorithm, and symbiotic organism search. The results indicate that cuckoo search and symbiotic organism search perform better than the other algorithms.
Estimating Sample Size for AI Algorithms
The authors discuss methods for estimating appropriate sample size for AI algorithms, highlighting the importance of considering factors such as dataset complexity and algorithmic requirements.
This review demonstrates the potential of AI and metaheuristic algorithms to optimize nanovector synthesis for drug delivery systems. By leveraging these tools, researchers can accelerate the development of optimal NVs and improve the efficiency of the drug delivery process.
What do you think about the potential of AI and metaheuristic algorithms to revolutionize nanovector synthesis? Share your thoughts in the comments below!
submitted by multi-chain to u/multi-chain [link] [comments]


2024.05.18 23:28 No_Personality9471 Would a HE loan be better than a HELOC for improvements?

CALIFORNIA I need a new roof and ultimately another 15k in improvements (in total ~$30k) to have my home in a condition to pick up and sell or rent at a moment's notice (one of these will happen in the next 5 years).
I'm ready for the roof right now, although need a bit more time for the other renovations. I've been considering a HELOC to get the money needed for all of these improvements as they're needed, but am a bit put off by the variable rates. Would it make more sense to borrow the roof cost PLUS the estimated cost for the rest of the improvements in a Home Equity loan instead? I'm currently paying 2.75% with about $400k in equity, top tier credit and zero debt.
Any suggestions?
Cheers
submitted by No_Personality9471 to personalfinance [link] [comments]


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2024.05.18 21:25 Spooker0 The Next Line Will Hold (Human Military Advisors)

Location: Defense Line Husky, Datsot-3

POV: Motsotaer, Malgeir Federation Planetary Defense Force (Rank: Pack Member)
The shrieking whistle of incoming artillery shell was among the most terrifying noises known to living beings.
Sheeeeeeeeeeeeeeeeeeeeeew. Boom. Boom. Boom.
But it meant you were still alive.
Pack Member Motsotaer wondered if the poor pups in the forward trenches heard them coming as the enemy high explosive pounded into their lines.
Boom. Boom. Boom.
One of their anti-aircraft concrete bunkers took a direct hit; its roof collapsed on itself with a loud crumble.
Grass Eater artillery was voluminous, destructive, but scariest of all, it was incredibly precise. Their intelligence assets in orbit knew all, saw all. Their kill chains were short. Once they saw you, they would call it in, and the remainder of your life was measured in minutes and seconds.
There was nothing vegetarian about the efficient and bloodthirsty way the long-eared Grass Eaters fought, and the numerous intelligent predator species they’d exterminated on their way to Datsot… some of those tales gave even Motsotaer nightmares.
The defenders of Datsot had no choice. No choice but to defend their homes against the psychotic enemies pounding their lines to bits. And the ones who remained had learned the hard lessons of war, either through experience earned by blood or via the process of not-so-natural selection.
Motsotaer clutched his rifle against his chest as he laid in his own shallow hole, eyes closed. If the end was going to come for him, there was nothing else he could do but huddle in his freshly-dug grave.
Boom. Boom. Boom.
The blasts continued walking across the defense lines, undoubtedly killing scores of his comrades. But he accompanied each shockwave with a sigh of relief; they let him know that he was still alive. Still breathing.
One final rumble. And then there was silence across the battlefield.
Motsotaer waited a minute before he peeked out — another lesson that smart defenders of Datsot had discovered the hard way. A couple brave medics were already on the move, their shouts left and right, pulling bodies and the groaning injured alike out of the rubble aftermath of the shelling.
With a grunt, he pulled himself out of his hole, rushing towards the neighboring anti-air bunker. The concrete roof had collapsed, but he could still hear cries from the dark. He squeezed through the cluttered entrance.
It was a mess on the inside. The lights were all gone. Scattered sandbags. It smelled like blood and death, and he pushed aside the still body of a Head Pack Leader he only knew of, only to find the corpse of yet another Pack Member, her limbs sprawled in an unnatural position.
“Anyone still alive in here?” he asked in the dark as his eyes adjusted. “Hello?”
There were a series of loud coughs. “I’m here. I’m here.”
“Pack Leader Nidvid!” he shouted as he recognized the familiar shrill voice. “Keep talking! Where are you?”
“Here. I’m here. Help me up.”
As she continued to cough, he had the sense to fish a flashlight out of his pocket, fumbling around until he found the on button. As the light activated, he could see Nidvid half-buried in the dirt, her lower limbs trapped beneath some sand from the broken sandbags.
“Pack Leader!” He got onto his front paws and started digging. “Are you injured?”
“I don’t think so,” she shook her head in the dim lighting as she experimentally wriggled her legs. “Here, I think I’m loose. Help me up.”
Motsotaer grasped her under her arms, and with a heavy grunt, pulled her out of the dirt.
“Whew,” she said, checking her body again for wounds. Nidvid looked around at the other bodies splayed in the bunker. “Oh no… Head Pack Leader…”
“That was a close one. I can’t believe you lived through that!”
“Yeah, me neither… Wait a second,” Nidvid said as she began rummaging through a pile of rubble near the Head Pack Leader’s body. “The radio…”
“What are you looking for?” he asked as he aimed his flashlight towards where she was looking.
“Oh no, no, no…” her voice trailed off as she picked up the device she’d been looking for. “Our hardline communicator…” It was clearly broken from the strike, its shell perforated with a hundred holes and its connection to the landline severed. In disgust, Nidvid threw it back to the ground.
“What uh— what did you need that for?” Motsotaer asked. “Were we supposed to tell them we were being attacked?”
“No… It was— before the strike, we got a high priority order.”
“A high priority order?”
Nidvid recalled, “There’s a special platoon in our salient… We were supposed to get an important message to them!”
“Special platoon?” Motsotaer asked. “Are you okay, Nidvid?”
“Yes, yes,” the Pack leader replied, visibly distraught. “They only had a physical line to us because they’re supposed to be keeping in the dark. Emissions control or something like that so they can activate the flying machine swarm in time. They said this was life and death and our whole defense line hinges on it!”
“Emissions control? Flying machines? Pack Leader, we should get you to a medic,” he said skeptically.
“No! Motsotaer, this is important. We need to get the message to them now. They’re only a couple kilometers south from our position. If we run over to their position now, it might not yet be—”
He looked up at her face in alarm. “Run to another position? Outside the trench line?”
“Yes! We have to go!” she said, as she peeked out of the concrete bunker towards the barren zone ahead of the trenches. “Now! Before they start their offensive.”
Motsotaer began to protest, “But that’s no creature’s land. If we get spotted by their troops, we’ll be hunted down by the Grass Eaters ships in orbit…”
She was insistent, “Pack Member Motsotaer, get it together. We still have a job to do. Are you with me or are you going to sit here and die like a coward to the long-ears?”
“Yes, ma’am,” he said, straightening up. Death or not, he was no coward. “I mean… I’m with you.”
“Good. Then let’s go.”
With a grunt, she leapt out of the trenches and jogged south, keeping to the defensive side of it for the modicum of cover it provided, and Motsotaer quickly followed. As they sprinted away from the tattered defenses, they ran into a thick tree line that hopefully provided them with some concealment from the Grass Eater ships above.
After a couple more minutes of running in the forest, Motsotaer started to tire and pant. He weighed his burning lung and how embarrassed he’d be if he complained. Luckily for his ego, Nidvid gestured for them to stop after another minute and tossed him her canteen. “Take a break before we get going.”
He chugged as much water as he could in a single swig, and returned the canteen to Nidvid. He gasped out, “How much further, Pack Leader?”
“About one more kilometer south,” she said, aiming her snout up at the treetops. “I recognize the smell of this area.”
“What’s this even about? The message… what was it?”
Nidvid exercised her limbs. “That Grass Eater artillery strike… it was to prepare for their offensive on our lines. They’ve gathered an armored division on the other side of that,” she pointed out into the barren fields beyond the trees. “We have an hour at most before they roll over us.”
“An armored division?!” Motsotaer squeaked. The enemy’s Longclaws — their armored vehicles — were legendary. They could kill from kilometers away. And their thick shells protected them against all but the most powerful artillery in the Federation’s arsenal. He’d never seen one of them personally. If he had, he suspected he wouldn’t be alive to tell anyone about it. “What can we do against a Grass Eater armored division?”
“That’s why we have to get to the special platoon,” Nidvid replied. She pointed in the southern direction, “You ready? Let’s go.”
They galloped for a few more minutes. Motsotaer’s limbs tired and his breaths shallowed as his lung burnt. As he was contemplating whether to ask for another break, Nidvid pointed at a shape in the distance. “There, that’s their position!”
He squinted at it. It was not easy to see, but buried in the tree line was what looked like a bunch of out-of-place branches and leaves over a small vehicle. Buoyed by the anticipation of the end of the marathon, he managed to keep up with Nidvid’s pace.
As they approached, there was a loud shout.
“Hi-yah! Stop!”
They halted their steps and looked for the source of the voice.
“Not one more paw step, deserter! This is a restricted area! Turn around or you’ll be shot!”
Motsotaer looked up at the voice hidden up in the branches. After a moment, with some help from his nose, he found the yeller. It was a short, stout middle-aged male with strange-looking green and brown paint smeared all over his fur and face. He had a rifle aimed squarely at the duo.
“Don’t shoot!” Nidvid yelled back. “We’re runners. We’ve got an important message! For your platoon commander.”
The male in the tree looked suspiciously at them as he leapt down. He lowered his rifle, but didn’t seem any less on guard. “A message?”
“Yes, we’ve got an urgent message for Special Platoon Commander Graunsa. Take us to him right now!”
He sized the two of them up. After a moment, he said slowly, “I am Graunsa. Why are you here, and what is the message?”
Nidvid recovered some of her breath and explained, “The Grass Eaters hit us hard with an artillery strike. Our Head Pack Leader is dead. Our landline is gone. We ran all the way over from our lines north of you.”
Graunsa nodded and gestured for her to continue.
“The Grass Eater armored offensive is about to start. They’re moving into position and ready to go, and there’s a special message embedded—”
“Wait a second,” Graunsa interrupted. “Give me the special message exactly, without omission or your own interpretations.”
“Yes, Platoon Commander,” Nidvid nodded. “The message is: bunny water carriers are in play, red-five-zero-eight; come out of the dark and introduce yourself. Authorization is three-three-greyhound.”
Graunsa looked thoughtful for a moment as he pondered it.
“What does the message mean?” Motsotaer whispered at Nidvid.
“I have no idea,” she shrugged, whispering back. “The Head Pack Leader just told me to memorize it.”
The platoon commander seemed to have made up his mind. “Alright, that seems legitimate. Thanks for the message.” He turned around to leave.
Motsotaer shouted behind him, “Wait, what are we supposed to do now?”
Graunsa turned around. “I don’t know. I’m not your commanding officer.” He paused for a moment. “I wouldn’t recommend going back to your lines though. Might not be there when you get back…”
“What?!”
“You can’t just leave us! Where else are we supposed to go?” Nidvid asked.
Graunsa seemed to contemplate the question for a few heartbeats and sighed, “You said you’re from the position up north?”
“Yup,” they replied in unison.
“And you’re a spotter, Pack Member?” he asked, looking at the rank and position patch on Motsotaer’s chest.
“Yes.”
Graunsa relented. “Fine. We might find a use for you. Get into the bunker… before the Grass Eaters in orbit see us dawdling out here.”
“What? Where?”
The officer pointed at a patch of dark green leaves on the forest floor. As they approached it, he grasped a latch and lifted it to reveal a ladder. The three of them descended into the darkness and Graunsa secured it behind them. With a quiet swoosh, a lamp mounted on the wall lit up to reveal a small hallway leading to a heavy-looking door.
Graunsa knocked on it twice. He turned around and looked at Motsotaer and Nidvid. “What you’re about to see in here is of the highest secrecy level of the Malgeir Federation. If you tell anyone what you see in here, you will be executed for treason. Do you understand?”
“Yes, Platoon Commander.”
“Swear it, on your honor.”
“We swear,” they replied in unison, their voices infused with growing excitement.
“Good enough for me.”
The heavy steel door swung open, showing a room that was vastly different from what its primitive exterior suggested. It resembled a command center far more than a field base, and Motsotaer felt a blast of cold air conditioning in his face as he passed the door threshold.
At the front, a main screen showed a map of the defensive lines in the sector. Facing it, two rows of sleek, new computer screens lit up the dark. Their operators worked busily at their controls, and only a couple faces looked their way in mild interest as they entered.
“What is this—” Motsotaer started to ask. Nidvid grasped his shoulder and shushed him.
Graunsa cleared his throat. Several faces looked towards him in anticipation. “Platoon, we just got the message. Activate the FTL handshake and authenticate us in the network.”
“Yes, sir.” A young-looking communication officer near the front operated a few controls on her console. “I’ve got the advisors on the line.”
Motsotaer read his nametag: Gassin. She was a Gamma Leader, much higher ranked than he, but she looked not a day over twenty. He noted that many of the people in the room sported high-ranking insignias despite their apparent youth.
“On screen,” Graunsa ordered.
A communication window appeared on the main screen, streaming video of someone in a jet-black EVA suit.
Motsotaer stiffened. It was obvious that the subject was alien; at around 1.7 or 1.8 meters, it was far too tall for being a Malgeir. Too small for a Granti. And from the side profile of the suit, it didn’t bulge nearly enough for the tails that the Malgeir’s Schpriss neighbors were known for. A strange new species of aliens.
From the blackened visor, it was obvious that whoever that was… it was the reason for all this tight secrecy.
“Special Platoon Commander Graunsa,” it transmitted in perfect Malgeirish. The alien was either a trained-from-birth Federation Channel One newscaster with a perfectly inoffensive accent, or its translator was far better than anything the Malgeir themselves had invented. “This call is encrypted, but the enemy Znosians in orbit are trying to find your location from the signals, so we’ll have to make it as quick as we can. Have your defensive lines completed your preparations?”
Graunsa stepped up to address the screen directly, “Yes, advisor. Our fire support platoon is ready for tasking.”
“Excellent. Transmitting the first batch of targets in your sector now.”
A series of symbols scrolled onto the screen, showing a number of coordinates.
“We’re getting the enemy positions now,” Gassin exclaimed.
Graunsa turned to her and nodded his appreciation, “Sixteen armored targets. Weapons free.”
“Yes, sir. Programming the sequence.”
A camera on the main screen activated, remotely showing a small hole with some machinery in it dug a few hundred meters away just at the edge of the tree line.
“Launching flying machine swarm!”
As Motsotaer watched, a thicket of metal erupted from the hole in a blur, roaring into the sky.
The main screen was replaced by a four-by-four of windows of black and white images. It took him a couple seconds to realize that he was looking at the battlefield from above. The Malgeir had rotary wing, airplanes, and jet — some were even armed, but they were usually much bigger. And their air assets had been grounded since the early days of the battle for Datsot when the enemy took the orbits.
Not these tiny devices though.
He focused on one of the sixteen windows.
The ground sped past below the camera’s vision, tree line after tree line, the flying machine seemed to know where it was going by itself: Motsotaer looked at the other occupants in the room. None of them seemed to be directly controlling it.
He stiffened.
Is this controlled by a thinking machine?
“We’re getting in range of the target coordinates, Platoon Commander,” Gassin updated the room a few minutes later.
As if on cue, the flying machines flew higher, and the trees on the ground grew smaller, as if further away. Until…
“Targets identified!” Gassin reported with excitement in her voice.
As an infantry spotter, Motsotaer had been trained — barely — to identify enemy armored vehicles. As in, he’d been given a cheatsheet containing the silhouettes of the different types of vehicles the enemy drove. But even he couldn’t tell at this distance what the white-hot smudges on the screen were.
The machine had no such issues though.
Several red boxes materialized on the screen, clearly marking several enemy vehicles in the thermal imagery and adorning them with detailed information.
The one Motsotaer was watching said:
Hostile vehicle, Longclaw MK4 (top armor: ~25mm), 4.2 km.
No hostile EW detected.
Without additional prompting, the flying machines raced in towards their targets, each recognizing a different one as its final destination. Afraid to blink, Motsotaer stared intently at one of the video streams.
A new line of text appeared at the top of the screen:
ETA 20 seconds.
It counted down the seconds, number by number.
The enemy Longclaw got larger and larger until… the screen went black, replaced by static. As he looked around, the other windows were similarly replaced with static one-by-one.
Motsotaer frowned, wondering where the videos had gone.
Then, it hit him. The flying machines were on one-way trips.
The sixteen windows disappeared, and another one appeared, showing the enemy assembly area from a much higher perspective. And instead of the vehicles he expected, he counted sixteen burning wrecks, the black smoke from their flames reaching up into the sky in columns.
“Targets destroyed, Commander,” Gassin said. Several of the officers in the room looked at each other excitedly, but their celebration was muted.
Graunsa nodded. “Call our advisors again.”
The alien appeared on the screen again. “Excellent work, Platoon Commander. We’re assessing the lines and getting the second batch of targets to you now.”
“Understood.”
As the new target coordinates scrolled onto the main screen, Gassin didn’t need additional prompting, “Launching flying machines!”
Another sixteen of them flashed out from the pre-dug position. Another sixteen windows appeared on the screen, replacing the odd-looking aliens’ video.
“Wait a minute,” the aliens’ voice cut into the quiet hum of the control room’s operation. “Switch back to the high-altitude drone. Something’s happening.”
The main screen’s image was replaced by the previous camera looking down at enemy lines. There was a flurry of activity in the enemy base area. Numerous dots representing the ground troops moved to-and-fro. And worryingly, the red squares that surrounded enemy armor began appearing en masse as enemy Longclaws drove out of their covered positions into the open.
Dozens of them.
Then, hundreds. And more appeared every second.
“What’s going on?” Graunsa asked, his voice reflecting Motsotaer’s worry.
The alien took a minute to get back to him, its black helmeted face filling up the screen again. “They’re attacking. They don’t know what hit them in the last strike. But they must have realized that they’re not safe in their assembly area, and they’re doing the only thing they can… We estimate they’ll get to your first lines in thirty minutes.”
“Can we stop them?” Graunsa asked. “We can—”
The alien looked directly into the video. “Not sixteen drones at a time. And if you launch the whole swarm at once, it’ll reflect enough signal for them to sniff out where you are with their counter-battery radars and take you out from orbit.”
Graunsa swallowed. “That’s— that’s— The machines can fly themselves without us, right?”
The alien didn’t say anything for a few heartbeats. “Theoretically, yes. But even if you evacuate your position now, your people won’t get out of range from the orbital strike they’ll call in.”
“I understand. Feed us the enemy targets.”
“Delta Leader, we can’t ask you to—”
“I said, feed us the enemy targets,” Graunsa insisted.
Quietly, hundreds of coordinate pairs filed onto the main screen. Graunsa looked at the faces of the young officers under his command. Dozens of them. He turned around to look at his two guests. “I’m sorry,” he said.
“It’s the right choice,” Nidvid replied, shrugging.
Motsotaer nodded at him.
“I know,” Graunsa said, turning back to the main screen. “Just doesn’t make it any easier.”
“Sir, we’re ready to launch,” Gassin reported.
“Weapons free. Release everything.”
“Yes, sir.”
The ground shook and rumbled, hundreds of flying machines leaving their canisters for the sky. They were close enough to hear the outgoing buzzing as the munitions launched. This time, more and more windows filled up the screen with the visuals of the outgoing flying machines — hundreds of them, and Motsotaer was surprised that the computers could even handle it all.
The visage of the alien returned to their screen. It said calmly, “Enemy orbital launch spotted. Multiple launches. High yield. Missiles incoming to your location, ETA twelve minutes.”
“Understood, advisor.”
POV: Slurskoch, Znosian Dominion Marines (Rank: Five Whiskers)
“Scramble! Scramble! Scramble!”
Riiiiiiiiiiiiiiiiiiiiiing.
“What’s going on?” Longclaw Commander Slurskoch sat up in his turret cupola as the sirens rang loud through the hull.
“We’re under artillery attack!” his Controller yelled back at him through the roaring startup sequence of the turbine anti-grav engines. “The Lesser Predators… they’ve got some kind of new weapon! Took out a whole battalion’s worth of Longclaws in the 194!”
“But we’re not ready!” his Driver complained. “Our artillery is supposed to pound them for another hour before we—”
Slurskoch shook his head as he checked the friendly force tracker on his screen. “Doesn’t matter! If they’ve got some new weapon, we can’t sit still while we get pounded to bits by whatever they have. We gotta get out there. Hurry it up!”
It took them another two minutes to fully warm up the engines, and with a roar, the Longclaw burst out of its camouflaged emplacement, kicking up a curtain of dirt in front of it.
“Let’s go! Go! Go!” Slurskoch yelled as his lagging Longclaw joined the armored formation already on the move.
The Controller spoke with one of her ears in the radio, “Their artillery just launched… something at us. We’ve pinpointed their location, and orbital support is on its way.”
His Gunner whooped twice, and Slurskoch nodded silently in agreement. That’d flatten those carnivorous abominations where they stood. He drew a few symbols and circles on the digital battlemap as the Longclaws drove toward the enemy lines. “Gunner, watch those potential trench lines in front of us,” he instructed. “Their anti-armor may not look scary on paper, but their infantry can always get a lucky hit in.”
Slurskoch was taught in training that it was better to overestimate the enemy than underestimate them. Luckily, the predators usually fell below expectations, which was why the Dominion controlled the orbits of Datsot now and not them.
His Controller frowned at something in her radio, “They’re saying something about the enemy artillery… The engineers at the base assessed the strike aftermath. There’s something strange in the rubble. The attack was more precise than anything we’d ever seen.”
“What does that mean?” Slurskoch asked in confusion.
“The sensor officer in charge of the assembly area has taken full responsibility. They didn’t see the incoming at all. Higher ups are speculating that the Lesser Predators have a new weapon in their arsenal.”
“The predators made new weapons?” Slurskoch snorted. “Useful ones? That’ll be a first. Well, whatever it is, maybe our Design Bureau will get a good look at it when we finally cleanse this planet of their filth. Make our next battle a little easier when we have to take their home planet.”
His Gunner agreed, “And then, the Prophecy shall be fulfilled.”
A few kilometers into the charge across the open, the Gunner remarked with one eye on her targeting computer, “Looks like even the local winged predators know that there’s about to be a slaughter here.”
The Driver, in his open hatch, looked up at the cloud of them flying over the enemy lines. “Looks like it. A nice juicy feast for them in the coming battle. The irony of the barbaric carnivores being eaten by themselves.”
A few thousand years ago, winged predators would have curdled the blood of any natural-born Znosian. On the original plains of Znos, they were one of the most dangerous threats a lone Znosian faced. Now, that fear had been completely bred out of the gene pool, replaced with contempt for predatory primitivism, the courage to face them in battle, and the drive to exterminate them all.
Curious, Slurskoch stared up into the cloud of winged predators with his Longclaw commander optics. He frowned.
One of them shimmered.
Shimmered.
He zoomed in.
Then, he saw a metallic glint. His whiskers tightened.
“That’s— those aren’t winged predators,” he barely made out in shock. “Incoming!”
“Huh?” his Driver asked, craning his head up to look at the dark shapes in the distance.
“Get inside! Secure the hatch!” Slurskoch shouted at him.
His Driver was not very good at thinking on his own, but he had been bred to follow direct orders without question. He ducked into his seat, quickly securing the hatch above him close with trained claws.
He barely secured the Longclaw as other commanders began yelling out similar instructions on their radios.
“Incoming!” his Controller advised, about ten seconds later than necessary. “Enemy… artillery?!”
“Gunner!” Slurskoch gestured in the general direction of the sky.
“I can’t get a shot on them. They’re too high up!” she screamed back at him.
A trio of air defense vehicles next to him opened up with their six barrels towards the sky, lines of bright tracers stabbing out at the dark swarm. He saw one of the… flying machines hit and fall out of the sky. Then another.
It wasn’t enough.
As Slurskoch’s optics tracked the incoming, he saw them dive. They were fast, and they flew erratic patterns, almost organically, like actual winged beasts. If he hadn’t had that specific fear bred out of his bloodline hundreds of years ago, he would have been frozen in shock. Instead, he yelled out, “Brace! Brace!”
Boom. Boom. Boom.
The world exploded around his Longclaw.
Through his friendly force tracker, Slurskoch watched an entire battalion disappear off the map on his right flank, and two Longclaws in his line of sight brewed up in massive fireballs, throwing their turrets into the sky as their plasma ammunition detonated. One of the anti-air vehicles brewed up next to his, splattering its parts against his hull.
His Driver drove for all he was worth, ducking and weaving in the open field. So did the other Longclaws. Some deployed curtains of smoke in front of them in desperation.
None of it seemed to help.
The shockwaves hit his Longclaw in quick succession, knocking him around the armored cabin and rattling his teeth.
Boom. Boom.
More Longclaws exploded. Many more. They were disappearing off his screen faster than the software could update the signals. He closed his eyes waiting for the end.
It didn’t come.
It was hard for Slurskoch to tell when the last Longclaw near them was hit. His hearing organs must have been damaged some time during the attack. His auditory senses ringed as they returned to normal, recovering when his Controller shook him with a paw on his shoulder. “—Five Whiskers! Five Whiskers!”
“What is it?” he snapped, keeping the quivering out of his voice.
“We’re alone in our company, and I can’t contact the six whiskers! And I’ve been trying to reach battalion without success!”
“Try the regiment commander!” he yelled out against the noise of the anti-grav engine.
“Can’t reach them either!”
“What about division headquarters?!”
“I think division’s gone, sir!”
“What?!”
“Nobody there has been responding. All I’ve got is a seven whiskers in the reserve infantry division behind us! They’re saying they see black smoke in the direction of our division field command!”
“What in the Prophecy? How is that possible?!”
“What do we do, Five Whiskers?”
Slurskoch had been trained for a wide variety of combat scenarios and contingencies, including losing his immediate superiors, losing most of his unit, and losing his communication link to command. But he’d never been trained for all of those combined at once. That was just not something predators were supposed to be able to do to you.
He fell back to the next best thing.
“What’s the combat computer say?” he asked.
His Controller operated the controls on her console, and after half a minute of querying, she replied, reading off the instructions, “Absent orders, continue the attack. Maybe we can push through.”
“What? Did it take our losses into account?” he protested as he checked the battlemap. Of the nearly five hundred Longclaws that had pushed out of the assembly area, only a quarter remained. At most. Some of the signals on the map were flagging themselves as mobility or mission killed.
She shrugged, “It did. That’s what it says.”
He squinted at her screen. That was indeed what it said.
Slurskoch thought for a moment, sighed, and bowed in prayer, “Our lives were forfeited the day we left our hatchling pools.”
The other crew members all did the same, lowering their heads to mutter the familiar mantra.
That ritual out of the way, he drew up to his full height of 1 meter and mustered all the confidence he could into his voice, “Attack! Attack! Attack!”
POV: Graunsa, Malgeir Federation Planetary Defense Force (Rank: Delta Leader)
The command center watched glumly as the hundred or so surviving Grass Eater Longclaws emerged from the wrecks of their comrades and slowly resumed their charge across the open toward the defense lines.
The flying machines had gotten a lot of them. Quite a few disabled too. And they were disorganized from the loss of their command. Yet they still charged. Diminished as their numbers were, they rolled towards the battered defensive lines with psychotic determination.
We’ve failed.
Graunsa sat down heavily into his chair. He brought up his communication console, connecting it to the advisor network.
The alien appeared on the screen, and though he couldn’t see its face, he could hear the sympathy in its translated voice, “You’ve done all you can, Special Platoon Commander.”
“It wasn’t enough,” he said, shaking his ears sadly. “They’re going to break through our line. Our infantry can’t stop them.”
It tilted its head. “I wouldn’t count them out completely, Delta Leader. They might. They might not. But your next defensive line certainly will hold them. The city behind you will be held.”
“Tracking enemy orbit-to-ground. ETA three minutes,” Gassin reported quietly from next to him.
Graunsa sighed. He looked at the alien, “I think I understand your people now, advisor.”
“You… do?”
“Yeah, at first, when we were picked for this mission, I wondered why your people were doing this.”
“Doing this?” the alien asked, seeming confused.
“Helping us. The weapons. The equipment. The training. The targeting. It was all in secret, but you didn’t have to do it. The other species around us didn’t do it. The Schpriss…” Graunsa snorted, “The long-tails can’t even find it in their spines to send us field rations. I thought your species… your people were just generous. Or perhaps you simply enjoyed the craft of war, being so adept at it.”
“Are we… not?”
“Those reasons may be part of it,” he conceded. “But more importantly, I think your people understand one thing the other species don’t… that we might stop the enemy here. Or we might not.”
“We didn’t set you up to fail, if that’s what you think—”
“But the next defensive line certainly will hold them,” Graunsa said, staring the alien in the eye. “You will hold them. Isn’t that right?”
It sighed. “I would be lying if that wasn’t part of the strategic equation. Our star systems are indeed next in line — sometime in the next decade or two, probably — if these bloodthirsty Buns conquered your Federation. That harsh astropolitical realism. But there’s something else too.”
“Is there?”
“Yes,” it nodded its head firmly in a familiar manner. “Yes, there is. We aren’t a particularly long-sighted species, Graunsa. We can plan, yes, but wars are fought by true believers. People don’t sign up to put their lives on the line for a hypothetical, potential invasion of our Republic twenty years in the future. They— we signed up for this because we truly believe what’s happening to your people… it shouldn’t happen to anyone, ever.”
Graunsa looked at the helmeted head for a while, then nodded. “I believe you, advisor.”
“I’m sorry this didn’t pan out, Graunsa. If I could, I’d be down there with you. We’d have made them pay for this.”
Graunsa smiled. “I believe you about that too. Thank you, advisor, whatever your name is.”
“You may call me Kara,” it said simply. A deft snap of its paws — he hadn’t noticed how soft its claws were before — and it released a latch on its helmet with a hiss. Lifting it from its head, it revealed a soft, smooth face without much fur except a bundle of long, brown strands on its scalp tied up in a neat spherical shape. Its hazel forward-facing eyes stared at him with the empathy that only other predators were capable of, filling him with mild relief. “Don’t tell anyone though,” it joked lightly, mirroring his smile back at him.
You’re not as ugly as I thought you’d be. Not nearly.
Graunsa’s grin widened at the thought. He put it out of his mind. “Ah. One last thing, advisor— Kara.”
“Yes?”
His mind drifted to his cubs at home. Perhaps they were still alive. He chose to believe that. “Our people’s clans and packs…”
“We’ll let them know,” she interrupted him softly. “And when the information quarantine is lifted, we’ll let your clans and packs know what you did here — everything.”
“Good. Thank you.”
Gassin sat down next to him, “Delta Leader, enemy missiles incoming. ETA thirty seconds, they’re entering—” She stopped her report and stared at the unmasked alien on his screen with equal parts wonder and sadness.
“Take a closer look, Gassin,” he ordered softly. “That… that is who will avenge us.”
On screen, the alien put its gloved paw up to its temple, forming a stiff triangle with its arm in a recognizable salute. “It was an honor, Graunsa.”
Graunsa returned it crisply, letting a primitive fire shine through his face. “Happy hunting, Kara.”

Location: Atlas Naval Command, Luna

POV: “Kara”, Terran Reconnaissance Office
Kara watched solemnly as the green signal blinked off the battlemap. She closed her eyes for a moment in silent prayer for the fallen.
Beep. Beep.
Another light on her console blinked urgently for her attention. Four thousand kilometers from the previous one. The war raged on — day and night — across four continents on the besieged planet. Fifty light years from the Republic, its defenders’ sweat, tears, and blood lined the fields and valleys of the beautiful blue sphere not so different from her own. Tens of millions of them: many who she knew would not see the end of this war.
They didn’t all know it, and some might not have cared, but fifty light years away, someone recorded their names, and someone felt a pang of loss for their sacrifice. In the cold, dark forest of the galaxy, somebody heard their trees fall.
Kara collected her thoughts, adjusted the bun in her hair, and lowered the tinted EVA helmet over her face once more.
She cleared her throat as she glanced at the screen and activated the microphone in her helmet, “Special Platoon Commander Treiriu. This call is encrypted, but the enemy Znosians in orbit are trying to find your location from the signals, so we’ll have to make it as quick as we can. Have your defensive lines completed your preparations?”

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Thanks for reading my story! This is a standalone chapter in my Grass Eaters story, meant to be enjoyable all on its own. If you're interested in more of my writing, please do subscribe to the update waffle bot or check out the rest of the universe in Grass Eaters.
(Grass Eaters posts every Monday, Wednesday, and Friday. We are closing in on the end of Book 1.)
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2024.05.18 20:40 ReportsStack Rotator Cuff Repair Devices Market Size, Growth & Statistics Report from 2024 to 2030

The global rotator cuff repair devices market is poised to expand at a substantial Compound Annual Growth Rate (CAGR) of over 5% from 2024 to 2030. This growth is primarily propelled by the rapid increase in the geriatric population worldwide. According to the United Nations, the demographic of individuals aged over 80 years is anticipated to triple by 2025, reaching 425 million by 2020 from 137 million in 2017. This demographic shift underscores the growing demand for healthcare solutions targeting age-related conditions, including rotator cuff injuries. Furthermore, the escalating demand for minimally invasive surgical procedures across the globe is expected to further drive market growth, as patients and healthcare providers increasingly prefer less invasive treatment options for improved recovery times and reduced post-operative complications.
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Geographically, the rotator cuff repair devices market report comprises dedicated sections centering on the regional market revenue and trends. The rotator cuff repair devices market has been segmented on the basis of geographic regions into North America, Europe, Asia Pacific, Latin America, and the Middle East & Africa. Rotator cuff repair devices market estimates have also been provided for the historical years 2020 to 2023 along with forecast for the period from 2024 - 2030.The report includes a deep-dive analysis of key countries including the U.S., Canada, the U.K., Germany, France, Italy, China, Japan, India, Australia, Mexico, Brazil and South Africa, among others. Thereby, the report identifies unique growth opportunities across the world based on trends occurring in various developed and developing economies.
The Rotator Cuff Repair Devices Market Segmentation:
By Product Type:
By Usability:
By End-User:
By Region:
Key players in the global rotator cuff repair devices market include MinInvasive Ltd, NCS Lab Srl, Arthrex, Inc., Stryker Corporation, and Johnson & Johnson. These companies employ strategies such as expansion, new investments, service innovation, and collaboration to navigate the market landscape. By expanding into new geographic regions and engaging in strategic acquisitions, they aim to establish a competitive advantage and leverage synergies for mutual growth and success.
To know more about this study, request a free sample report @ https://www.researchcorridor.com/request-sample/?id=145787
Key Questions Answered by Rotator Cuff Repair Devices Market Report:
About Us:RC Market Analytics is a global market research firm. Our insightful analysis is focused on developed and emerging markets. We identify trends and forecast markets with a view to aid businesses identify market opportunities to optimize strategies. Our expert’s team of analysts’ provides enterprises with strategic insights. RC Market Analytics works to help enterprises grow through strategic insights and actionable solutions. Feel free to contact us for any report customization at sales@researchcorridor.com.
Media Contact:
Company Name: RC Market Analytics Pvt. Ltd. Contact Person: Vijendra Singh Email: sales@researchcorridor.com Visit us: https://www.researchcorridor.com/
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2024.05.18 20:34 QuickSam1 Question about growth (sorry for longish post)

I have a small window cleaning business. I have an excellent reputation and live in an area that has more demand than supply. (Arguably—at the least, it’s a favorable business environment.) I have a growing online footprint with YELP and Google. So far, my reviews are all 5-star. I am known for top notch work at a reasonable price. I don’t cut corners. I focus on getting the job done right and treating people’s homes as my own.
I expect this to change as a hire and grow, because although I have many years experience, I don’t expect employees to care like I do. Still, I believe I can provide very good service at a reasonable price, and the small hike in prices will be offset by my ability to complete the work much faster than before which is more convenient for my customers who generally to choose to remain home while we are there. So far, no one has balked at a 10% hike.
Now, I’m trying to scale up. I have 2 pick up trucks. Neither are pretty, but they’re Toyotas. I would only need a couple more ladders to fully outfit 2 vehicles for service.
I have found a reasonable worker’s compensation quote. I haven’t yet received the numbers for the increased liability insurance, or commercial auto policy. I understand that I will be matching Social Security and FICA. I’m not worried so much about these expenses. Perhaps I should be. With labor, he margins for window cleaning aren’t terrific, but not horrible. Depending on the bid and the nature of the property the margin can be tight. Sometimes we have to drive 30 minutes as I operate in a semi-rural area. Like anywhere, I have some customers that grind me down.
I live in Idaho where these expenses tend to be less than the more populous states. However, because of the nature of window cleaning, insurance is costly. I’m trying to decide if this is worth it, because although I do care about my employees (they are great guys), there is significant headache managing this younger generation. It never ceases to amaze how quickly they become prima donnas, or how heavily they are focused on feelings…..I digress…
Right now I am paying 2 guys as 1099, which isn’t a safe long term solution. I need to make a decision quickly. I keep them off ladders and roofs for now. But, that can’t last if I am to scale it up. My plan is to make them w-2 employees paying them a percentage of the jobs, then send them to complete jobs in their own, with me as: estimator, customer PR, roaming QC, touch ups, and sometimes working.
I intend to add additional services (I already do gutter clean outs which are far more profitable, but pretty unpleasant work, and have a short window of time)
To conclude: at this point, I’m unsure of whether the increased capacity is worth the headache. I’m currently clearing approximately what I would make alone. However, as my guys gain experience, I expect this to get better as they get faster and more precise. Window cleaning is A LOT harder than it looks. It takes an average 1-2 months until I can leave a guy a a job site unattended for even a few hours. I have other options, so there are times when this seems really tough
The other possibilities:
*Pressure washing (demands additional insurance policy, but is a naturally matching service that I believe would be successful quickly, but requires more space in the truck than is available, so it would mean 1 truck off the grid for windows
*House cleaning: better margins, but more competitive and even more employee headache (prob worth it all in all)
*Dryer vent cleaning: I have less knowledge about this, but the entry cost is very low. And the margins are apparently quite good.
Questions:
Does it make sense to form an LLC, and use that name on my EIN application? Is the additional expense up front worth it?
Should I just endure the headache so that window cleaning can fund the other services with better margins?
Should I sell one of the trucks to buy a van or similar vehicle that is dedicated purely to the business? I could get at least $10K for either.
General thoughts?
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2024.05.18 20:27 ReportsStack Albendazole Market Size, Key Trends & Projected Growth Report from 2024 to 2030

The global albendazole market is expected to witness a noteworthy Compound Annual Growth Rate (CAGR) of 3.6% during the forecast period reaching an estimated value of 781 million by 2027. This growth is primarily driven by a significant rise in soil-transmitted helminth infections worldwide. Additionally, the effective implementation of treatment guidelines for parasitic infections by healthcare agencies globally further amplifies the growth of the albendazole market.
To know more about this study, request a free sample report @ https://www.researchcorridor.com/request-sample/?id=86884
Market Trends:
Rising Prevalence of Soil-Transmitted Helminth Infections: Soil-transmitted helminth infections, such as roundworm, hookworm, and whipworm infections, continue to be a significant public health concern, particularly in low- and middle-income countries. The increasing prevalence of these infections is driving the demand for albendazole, which is widely used for the treatment of parasitic worm infestations.
Expansion of Mass Drug Administration Programs: Mass drug administration (MDA) programs, aimed at treating entire communities or populations at risk of parasitic infections, are being expanded in many regions. Albendazole is commonly used in MDA programs targeting soil-transmitted helminth infections, contributing to its steady demand and market growth.
Growing Awareness and Screening Initiatives: Increasing awareness about parasitic infections and the importance of regular deworming treatments is leading to greater screening and treatment initiatives in both healthcare facilities and community settings. This trend is expected to drive the demand for albendazole as a key treatment option for parasitic infections.
Preference for Oral Anthelmintic Drugs: Albendazole's oral formulation offers convenience and ease of administration compared to other anthelmintic drugs, particularly in mass treatment programs and pediatric populations. This preference for oral medications contributes to the sustained demand for albendazole in the treatment of parasitic infections.
Emergence of Drug Resistance: Despite its efficacy, there have been reports of emerging drug resistance to albendazole in certain parasitic populations. This trend highlights the need for continued surveillance, monitoring, and research to address drug resistance and ensure the ongoing effectiveness of albendazole in combating parasitic infections.
Market Opportunities:
The albendazole market presents several opportunities for growth and advancement. With the persistent prevalence of soil-transmitted helminth infections globally, there is a significant opportunity for manufacturers and healthcare providers to expand the reach of albendazole-based treatment interventions, particularly in regions with high disease burden. The expansion of mass drug administration programs and increasing awareness about parasitic infections create avenues for market penetration and increased demand for albendazole. Moreover, ongoing research and development initiatives aimed at developing improved formulations, addressing drug resistance, and enhancing patient compliance offer opportunities for innovation and product differentiation. Additionally, collaborations between governments, international organizations, and pharmaceutical companies to improve access to essential medicines, including albendazole, in low-resource settings present opportunities for market expansion and social impact.
According to the recent report published by RC Market Analytics, the Global Albendazole Market is expected to provide sustainable growth opportunities during the forecast period from 2024 to 2030. This latest industry research study analyzes the albendazole market by various product segments, applications, regions and countries while assessing regional performances of numerous leading market participants. The report offers a holistic view of the albendazole industry encompassing numerous stakeholders including raw material suppliers, providers, distributors, consumers and government agencies, among others. Furthermore, the report includes detailed quantitative and qualitative analysis of the global market considering market history, product development, regional dynamics, competitive landscape, and key success factors (KSFs) in the industry.
Browse the Full Report Discretion @ https://www.researchcorridor.com/albendazole-market/
Geographically, the albendazole market report comprises dedicated sections centering on the regional market revenue and trends. The albendazole market has been segmented on the basis of geographic regions into North America, Europe, Asia Pacific, Latin America, and the Middle East & Africa. Albendazole market estimates have also been provided for the historical years 2020 to 2023 along with forecast for the period from 2024 - 2030.The report includes a deep-dive analysis of key countries including the U.S., Canada, the U.K., Germany, France, Italy, China, Japan, India, Australia, Mexico, Brazil and South Africa, among others. Thereby, the report identifies unique growth opportunities across the world based on trends occurring in various developed and developing economies.
The Albendazole Market Segmentation:
By Clinical Application:
By Distribution Channel:
By Region:
Key players in the global albendazole market include Cadila Healthcare Limited, Actavis Pharma, Inc., Cipla Limited, GlaxoSmithKline Plc., and Mankind Pharma. These companies are strategically navigating the market landscape through expansion, new investments, service innovations, and collaborative ventures. By expanding into new geographic regions and engaging in strategic acquisitions, they aim to establish a competitive advantage and leverage synergies for mutual growth and success.
To know more about this study, request a free sample report @ https://www.researchcorridor.com/request-sample/?id=86884
Key Questions Answered by Albendazole Market Report:
About Us:RC Market Analytics is a global market research firm. Our insightful analysis is focused on developed and emerging markets. We identify trends and forecast markets with a view to aid businesses identify market opportunities to optimize strategies. Our expert’s team of analysts’ provides enterprises with strategic insights. RC Market Analytics works to help enterprises grow through strategic insights and actionable solutions. Feel free to contact us for any report customization at sales@researchcorridor.com.
Media Contact:
Company Name: RC Market Analytics Pvt. Ltd. Contact Person: Vijendra Singh Email: sales@researchcorridor.com Visit us: https://www.researchcorridor.com/
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2024.05.18 20:21 ReportsStack Flat Glass Coating Market Size, Industry Trends & Growth Analysis from 2024 to 2030

The global flat glass coatings market is poised to achieve a substantial Compound Annual Growth Rate (CAGR) of over 20% from 2024 to 2030. This growth is primarily propelled by the rapid expansion of infrastructural activities in developing economies. The escalating adoption of glass in building construction for residential and commercial purposes is anticipated to further bolster market growth throughout the forecast period. Additionally, the swift pace of urbanization and augmented expenditure on decoration and architectural design in emerging economies are significant contributors expected to drive market expansion.
To know more about this study, request a free sample report @ https://www.researchcorridor.com/request-sample/?id=130995
Market Trends:
Growing Demand for Energy-Efficient Coatings: There is a rising demand for energy-efficient coatings that enhance the thermal insulation properties of flat glass, reducing heat transfer and improving energy efficiency in buildings. Manufacturers are developing advanced low-emissivity (Low-E) coatings and solar control coatings to meet the increasing demand for sustainable building solutions.
Focus on Sustainable and Environmentally Friendly Coatings: With increasing environmental awareness, there is a growing emphasis on sustainable and environmentally friendly coating solutions. Manufacturers are developing water-based and solvent-free coatings with reduced volatile organic compound (VOC) emissions to meet regulatory requirements and cater to environmentally conscious consumers.
Advancements in Self-Cleaning Coatings: Self-cleaning coatings for flat glass surfaces are gaining popularity due to their ability to repel dirt, dust, and water, reducing the need for frequent cleaning and maintenance. Innovations in nano-coating technologies are driving the development of highly effective self-cleaning coatings with long-lasting performance.
Emergence of Anti-Reflective Coatings: Anti-reflective coatings are becoming increasingly prevalent in applications where glare reduction and enhanced visibility are desired, such as architectural glass, automotive windshields, and electronic displays. The development of advanced anti-reflective coatings with improved durability and optical clarity is a key trend in the flat glass coating market.
Demand for Decorative and Aesthetic Coatings: There is a growing demand for decorative and aesthetic coatings that enhance the visual appeal of flat glass surfaces in architectural and interior design applications. Manufacturers are offering a wide range of decorative coatings, including tinted, frosted, patterned, and textured coatings, to meet diverse aesthetic preferences and design requirements.
Market Opportunities:
The flat glass coating market presents several opportunities for growth and innovation. With the increasing focus on energy efficiency and sustainability in the construction industry, there is a growing demand for advanced coatings that improve the thermal performance of flat glass windows and facades. Manufacturers have the opportunity to develop innovative low-emissivity (Low-E) and solar control coatings that meet stringent energy efficiency standards and contribute to green building certifications. Additionally, the rising adoption of smart coatings with self-cleaning, anti-fogging, and anti-microbial properties presents opportunities for manufacturers to differentiate their products and cater to evolving customer needs. Moreover, the expanding use of decorative and aesthetic coatings in architectural and interior design applications offers opportunities for the development of customized coating solutions that enhance the visual appeal of flat glass surfaces.
According to the recent report published by RC Market Analytics, the Global Flat Glass Coating Market is expected to provide sustainable growth opportunities during the forecast period from 2024 to 2030. This latest industry research study analyzes the flat glass coating market by various product segments, applications, regions and countries while assessing regional performances of numerous leading market participants. The report offers a holistic view of the flat glass coating industry encompassing numerous stakeholders including raw material suppliers, providers, distributors, consumers and government agencies, among others. Furthermore, the report includes detailed quantitative and qualitative analysis of the global market considering market history, product development, regional dynamics, competitive landscape, and key success factors (KSFs) in the industry.
Browse the Full Report Discretion @ https://www.researchcorridor.com/flat-glass-coating-market/
Geographically, the flat glass coating market report comprises dedicated sections centering on the regional market revenue and trends. The flat glass coating market has been segmented on the basis of geographic regions into North America, Europe, Asia Pacific, Latin America, and the Middle East & Africa. Flat glass coating market estimates have also been provided for the historical years 2020 to 2023 along with forecast for the period from 2024 - 2030.The report includes a deep-dive analysis of key countries including the U.S., Canada, the U.K., Germany, France, Italy, China, Japan, India, Australia, Mexico, Brazil and South Africa, among others. Thereby, the report identifies unique growth opportunities across the world based on trends occurring in various developed and developing economies.
The Flat Glass Coating Market Segmentation:
By Resin:
By Technology:
By Application:
By Region:
Key players in the global flat glass coatings market include Arkema, Inc., Fenzi Spa, Ferro Corp., Hesse Gmbh & Co. KG, and The Sherwin-Williams Company. These companies are pursuing market growth through strategies such as expansion, new investments, service innovation, and collaborative ventures. By expanding into new geographic regions and engaging in strategic acquisitions, they aim to establish a competitive advantage and leverage synergies for mutual benefit.
To know more about this study, request a free sample report @ https://www.researchcorridor.com/request-sample/?id=130995
Key Questions Answered by Flat Glass Coating Market Report:
About Us:RC Market Analytics is a global market research firm. Our insightful analysis is focused on developed and emerging markets. We identify trends and forecast markets with a view to aid businesses identify market opportunities to optimize strategies. Our expert’s team of analysts’ provides enterprises with strategic insights. RC Market Analytics works to help enterprises grow through strategic insights and actionable solutions. Feel free to contact us for any report customization at sales@researchcorridor.com.
Media Contact:
Company Name: RC Market Analytics Pvt. Ltd. Contact Person: Vijendra Singh Email: sales@researchcorridor.com Visit us: https://www.researchcorridor.com/
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2024.05.18 20:10 AlternativeWhole2017 Roof replacement due to hail

Needing to replace the roof due to hail damage, but of course shopping for a new roof seems to be overly complicated for some reason. So obviously if I'm needing to replace the roof due to hail, my most important question is what's the better options to prevent the next hail damage?
In my case, I have architectural shingles, and I understand different types can be rated class 1-4 for impact resistance with 4 being the best. One salesman tells me I must have a class 3 shingle roof already because it's an architectural shingle (not sure if this is correct). After getting a few estimates from roofers, a couple of them say the shingles they used in their estimates are not rated after I called to inquire. Why? Who knows. Does this mean they must be rated poorly then (perhaps a class1 or 2)? Why would I replace the roof with an unrated shingle for hail impact when that's the reason I'm replacing the roof? This doesn't seem to be a big deal for the roofer replacing it.
After checking online, it's difficult to find answers and even get class ratings for most shingles. Many of them advertise their fire rating, but the impact rating doesn't seem to be a popular disclosed number. And, most of the roofing companies seem uneducated on the most basic of information. One salesman with an elaborate proposal insisted his shingles were class 4, but I checked online and it said they were not a class 4.
What are the price differences per square between the different classes and is the extra cost worth the difference in protection? Can someone spill the beans?
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2024.05.18 20:06 ReportsStack Chloroprene Rubber Market Size, Growth & Statistics Report from 2024 to 2030

The global chloroprene rubber market is projected to experience a notable Compound Annual Growth Rate (CAGR) of over 4% during the forecast period, with a market value reaching approximately USD 1 billion in 2020. The burgeoning automotive and construction sectors worldwide are key drivers propelling market expansion. Additionally, the rising demand for chloroprene rubber in the construction industry, particularly in reinforced concrete structures, is poised to further stimulate market growth. Furthermore, the product's advantageous properties, including lightweightness, temperature resistance, and dielectric capability, are expected to fuel demand within the electric and electronics sector, thereby contributing to overall market growth.
To know more about this study, request a free sample report @ https://www.researchcorridor.com/request-sample/?id=226
Market Trends:
Growing Demand from Automotive Sector: The automotive industry is a significant consumer of chloroprene rubber, particularly for the manufacturing of automotive hoses, belts, and seals. With the increasing production of vehicles globally and the growing demand for lightweight, durable, and fuel-efficient materials, there is a rising demand for chloroprene rubber in the automotive sector.
Expansion in Construction Industry: The construction industry is another major end-user of chloroprene rubber, where it is used in various applications such as roofing membranes, adhesives, and sealants. As construction activities continue to increase globally, driven by urbanization, infrastructure development, and housing projects, the demand for chloroprene rubber in this sector is expected to rise.
Shift towards Sustainable and Eco-Friendly Solutions: There is a growing emphasis on sustainability and environmental consciousness across industries, including the rubber sector. Manufacturers are increasingly focusing on developing eco-friendly chloroprene rubber products, such as those with reduced carbon footprint, recyclable materials, and fewer harmful emissions during production processes, in response to changing consumer preferences and regulatory requirements.
Technological Advancements: Continuous research and development efforts in the field of rubber chemistry and polymer engineering are leading to advancements in chloroprene rubber formulations. These advancements result in improved product performance, enhanced durability, and expanded application possibilities, driving market growth and innovation.
Rising Demand in Electrical and Electronics Industry: Chloroprene rubber's unique properties, including excellent resistance to temperature, weathering, and electrical insulation, make it suitable for various applications in the electrical and electronics industry. As the demand for consumer electronics, electrical appliances, and telecommunications equipment continues to grow, so does the demand for chloroprene rubber in this sector.
Market Opportunities:
The chloroprene rubber market presents several opportunities for growth and development. With the increasing demand from key sectors such as automotive, construction, and electrical/electronics industries, there is a growing need for innovative chloroprene rubber products that meet stringent performance requirements. Manufacturers have the opportunity to capitalize on this demand by investing in research and development to develop advanced formulations with enhanced properties such as improved durability, weather resistance, and eco-friendliness. Additionally, the shift towards sustainable and eco-friendly solutions presents opportunities for the development of bio-based chloroprene rubber alternatives that reduce environmental impact. Furthermore, the expansion of construction activities, especially in emerging economies, offers opportunities for market expansion by supplying chloroprene rubber for various construction applications such as roofing membranes and adhesives.
According to the recent report published by RC Market Analytics, the Global Chloroprene Rubber Market is expected to provide sustainable growth opportunities during the forecast period from 2024 to 2030. This latest industry research study analyzes the chloroprene rubber market by various product segments, applications, regions and countries while assessing regional performances of numerous leading market participants. The report offers a holistic view of the chloroprene rubber industry encompassing numerous stakeholders including raw material suppliers, providers, distributors, consumers and government agencies, among others. Furthermore, the report includes detailed quantitative and qualitative analysis of the global market considering market history, product development, regional dynamics, competitive landscape, and key success factors (KSFs) in the industry.
Browse the Full Report Discretion @ https://www.researchcorridor.com/chloroprene-rubber-market/
Geographically, the chloroprene rubber market report comprises dedicated sections centering on the regional market revenue and trends. The chloroprene rubber market has been segmented on the basis of geographic regions into North America, Europe, Asia Pacific, Latin America, and the Middle East & Africa. Chloroprene rubber market estimates have also been provided for the historical years 2020 to 2023 along with forecast for the period from 2024 - 2030.The report includes a deep-dive analysis of key countries including the U.S., Canada, the U.K., Germany, France, Italy, China, Japan, India, Australia, Mexico, Brazil and South Africa, among others. Thereby, the report identifies unique growth opportunities across the world based on trends occurring in various developed and developing economies.
The Chloroprene Rubber Market Segmentation:
By Grade:
By Application:
By End-Use Industry:
By Region:
Leading players in the global chloroprene rubber market include Tosoh Corp., Denka Company Ltd., ARLANXEO, Sedo Chemicals Neoprene GmbH, and QingDao Nova Rubber. These companies are actively pursuing market growth through strategies such as expansion, new investments, service innovation, and collaborative ventures. By expanding into new geographic regions and engaging in strategic acquisitions, they aim to establish a competitive advantage and leverage synergies for mutual benefit.
To know more about this study, request a free sample report @ https://www.researchcorridor.com/request-sample/?id=226
Key Questions Answered by Chloroprene Rubber Market Report:
About Us:RC Market Analytics is a global market research firm. Our insightful analysis is focused on developed and emerging markets. We identify trends and forecast markets with a view to aid businesses identify market opportunities to optimize strategies. Our expert’s team of analysts’ provides enterprises with strategic insights. RC Market Analytics works to help enterprises grow through strategic insights and actionable solutions. Feel free to contact us for any report customization at sales@researchcorridor.com.
Media Contact:
Company Name: RC Market Analytics Pvt. Ltd. Contact Person: Vijendra Singh Email: sales@researchcorridor.com Visit us: https://www.researchcorridor.com/
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2024.05.18 19:11 SandAnthz122 Estimation Confusion (Q4(b))

This chapter is about Sampling and Estimation
I listed out what I can see from this question, the population mean, population standard deviation, sampling mean and sampling error, but for the other half of this question (the multiple means from choosing 40 samples each day) stumps me a ton
I assume you have to find a confidence interval but they do not give you the percentage of confidence, what do I do here?
Fyi I asked this in a math discord server, waited 8 hours yet no response has came out, sorry if I act a bit cranky here sometimes because of that
(And lastly, for rule breaking sake (look at picture 3 and 4), the question comes from this textbook I bought about college (Pre-Uni) level maths (3rd semester), and I have not gotten my results for my finals yet aswell)
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2024.05.18 18:49 ReportsStack Protein Alternatives Market Size, Key Trends & Projected Growth Report from 2024 to 2030

The global protein alternatives market is projected to experience a promising Compound Annual Growth Rate (CAGR) of approximately 7% from 2024 to 2030. This growth is primarily fueled by the growing consumer inclination towards plant-based protein as opposed to animal protein, driving the market expansion. Moreover, the rising participation in sports activities worldwide is expected to further boost market growth during the forecast period. Additionally, increasing health consciousness among consumers is anticipated to drive demand for protein products, as individuals are incorporating more protein into their daily diets. This trend is expected to propel market growth as consumers prioritize healthier dietary choices.
To know more about this study, request a free sample report @ https://www.researchcorridor.com/request-sample/?id=147340
Market Trends:
Rise of Plant-Based Proteins: There is a significant shift towards plant-based protein alternatives driven by health, environmental, and ethical considerations. Consumers are increasingly opting for plant-based protein sources such as soy, pea, and chickpeas, leading to the introduction of a wide range of plant-based protein products in the market.
Expansion of Vegan and Vegetarian Diets: The growing adoption of vegan and vegetarian diets, whether for health, environmental, or ethical reasons, is driving the demand for protein alternatives derived from plant sources. This trend is influencing product innovation and diversification, with manufacturers developing new plant-based protein formulations to cater to these dietary preferences.
Innovation in Alternative Protein Sources: Beyond traditional plant-based proteins, there is a surge in innovation in alternative protein sources such as algae, fungi, and microbial fermentation. These novel protein sources offer sustainability benefits and nutritional advantages, contributing to the diversification of the protein alternatives market.
Clean Label and Natural Ingredients: Consumers are increasingly seeking clean label products with natural and minimally processed ingredients. As a result, protein alternative manufacturers are focusing on using clean and recognizable ingredients in their products, avoiding artificial additives and preservatives to meet consumer demand for transparency and authenticity.
Functional and Fortified Protein Products: There is growing interest in protein alternatives that offer additional functional benefits beyond basic nutrition. Manufacturers are incorporating functional ingredients such as vitamins, minerals, antioxidants, and probiotics into protein products to enhance their health-promoting properties and appeal to health-conscious consumers.
Market Opportunities:
The protein alternatives market offers numerous opportunities for growth and innovation driven by several key factors. With the increasing consumer preference for plant-based protein alternatives over animal-derived sources, there is a significant opportunity for manufacturers to expand their product portfolios and cater to evolving dietary preferences. Additionally, the rising adoption of vegan and vegetarian diets, coupled with growing health and environmental consciousness, presents an opportunity to capitalize on the demand for plant-based protein products. Innovation in alternative protein sources, such as algae, fungi, and microbial fermentation, opens doors for developing novel and sustainable protein alternatives to meet the diverse needs of consumers. Moreover, the demand for clean label, functional, and convenient protein products provides an opportunity for manufacturers to differentiate their offerings and tap into emerging market segments.
According to the recent report published by RC Market Analytics, the Global Protein Alternatives Market is expected to provide sustainable growth opportunities during the forecast period from 2024 to 2030. This latest industry research study analyzes the protein alternatives market by various product segments, applications, regions and countries while assessing regional performances of numerous leading market participants. The report offers a holistic view of the protein alternatives industry encompassing numerous stakeholders including raw material suppliers, providers, distributors, consumers and government agencies, among others. Furthermore, the report includes detailed quantitative and qualitative analysis of the global market considering market history, product development, regional dynamics, competitive landscape, and key success factors (KSFs) in the industry.
Browse the Full Report Discretion @ https://www.researchcorridor.com/protein-alternatives-market/
Geographically, the protein alternatives market report comprises dedicated sections centering on the regional market revenue and trends. The protein alternatives market has been segmented on the basis of geographic regions into North America, Europe, Asia Pacific, Latin America, and the Middle East & Africa. Protein alternatives market estimates have also been provided for the historical years 2020 to 2023 along with forecast for the period from 2024 - 2030.The report includes a deep-dive analysis of key countries including the U.S., Canada, the U.K., Germany, France, Italy, China, Japan, India, Australia, Mexico, Brazil and South Africa, among others. Thereby, the report identifies unique growth opportunities across the world based on trends occurring in various developed and developing economies.
The Protein Alternatives Market Segmentation:
By Source:
By Application:
By Region:
Leading market participants in the global protein alternatives market include Cargill, Archer Daniels Midland Company, Kerry Group, DuPont de Nemours Inc., and Ingredion Incorporated. These entities are actively pursuing market growth through various strategies such as expansion, new investments, service innovation, and collaborative ventures. Leveraging expansion and acquisition, they aim to establish a competitive edge and foster synergistic growth opportunities in new geographic regions.
To know more about this study, request a free sample report @ https://www.researchcorridor.com/request-sample/?id=147340
Key Questions Answered by Protein Alternatives Market Report:
About Us:RC Market Analytics is a global market research firm. Our insightful analysis is focused on developed and emerging markets. We identify trends and forecast markets with a view to aid businesses identify market opportunities to optimize strategies. Our expert’s team of analysts’ provides enterprises with strategic insights. RC Market Analytics works to help enterprises grow through strategic insights and actionable solutions. Feel free to contact us for any report customization at sales@researchcorridor.com.
Media Contact:
Company Name: RC Market Analytics Pvt. Ltd. Contact Person: Vijendra Singh Email: sales@researchcorridor.com Visit us: https://www.researchcorridor.com/
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2024.05.18 18:43 ReportsStack Mortuary Bags Market Size, Growth & Statistics Report from 2024 to 2030

The global mortuary bags market is expected to witness a significant Compound Annual Growth Rate (CAGR) of over 6% from 2024 to 2030. This growth is primarily attributed to factors such as the increasing incidence of road accidents and the expansion of recreational activities worldwide. Moreover, factors like the rising consumption of alcohol, reckless driving practices, inadequate use of protective gear such as helmets, and poorly maintained road infrastructure are likely to contribute to a higher number of road accidents. According to the World Health Organization (WHO), approximately 1.4 million people lose their lives annually due to road accidents.
To know more about this study, request a free sample report @ https://www.researchcorridor.com/request-sample/?id=147344
Market Trends:
Advancements in Material and Design: Manufacturers are focusing on developing mortuary bags using advanced materials and innovative designs to enhance durability, ease of use, and safety. This includes the incorporation of features like reinforced handles, leak-proof seals, and antimicrobial properties to maintain the integrity of the deceased and minimize the risk of contamination.
Increasing Demand for Customization: There is a growing demand for customized mortuary bags that cater to specific needs and preferences of funeral homes, hospitals, and morgues. Customization options may include size variations, branding, and specialized features such as extra padding or additional compartments for personal belongings.
Shift Towards Eco-Friendly Solutions: With growing environmental awareness, there is a trend towards eco-friendly mortuary bags made from biodegradable or recyclable materials. Manufacturers are investing in sustainable manufacturing practices and offering greener alternatives to traditional plastic or vinyl bags, aligning with the broader sustainability goals of the funeral industry.
Rising Emphasis on Infection Control: In light of infectious disease outbreaks like COVID-19, there is heightened awareness and emphasis on infection control measures within mortuary facilities. Mortuary bags with enhanced biosecurity features, such as antiviral coatings or disposable liners, are increasingly sought after to minimize the risk of cross-contamination and ensure the safety of mortuary staff and the public.
Integration of Technology: Advancements in technology are being integrated into mortuary bags to improve tracking, identification, and management of deceased individuals. This includes the use of RFID tags, QR codes, or barcodes for efficient inventory management and chain of custody documentation, enhancing operational efficiency and accuracy in mortuary operations.
Market Opportunities:
The mortuary bags market presents several opportunities for growth and innovation driven by various factors. With an increasing emphasis on infection control measures, there is a growing demand for mortuary bags with enhanced biosecurity features, providing opportunities for manufacturers to develop products with antimicrobial properties and disposable liners to minimize the risk of cross-contamination. Additionally, the shift towards eco-friendly solutions presents an opportunity for the development of biodegradable and recyclable mortuary bags, catering to the rising demand for sustainable funeral practices. The globalization of funeral practices and standards offers opportunities for manufacturers to expand their geographical reach and tap into emerging markets. Moreover, advancements in technology, such as RFID tracking and barcode integration, create opportunities for the development of innovative mortuary bag solutions that improve efficiency and accuracy in inventory management and chain of custody documentation.
According to the recent report published by RC Market Analytics, the Global Mortuary Bags Market is expected to provide sustainable growth opportunities during the forecast period from 2024 to 2030. This latest industry research study analyzes the mortuary bags market by various product segments, applications, regions and countries while assessing regional performances of numerous leading market participants. The report offers a holistic view of the mortuary bags industry encompassing numerous stakeholders including raw material suppliers, providers, distributors, consumers and government agencies, among others. Furthermore, the report includes detailed quantitative and qualitative analysis of the global market considering market history, product development, regional dynamics, competitive landscape, and key success factors (KSFs) in the industry.
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Geographically, the mortuary bags market report comprises dedicated sections centering on the regional market revenue and trends. The mortuary bags market has been segmented on the basis of geographic regions into North America, Europe, Asia Pacific, Latin America, and the Middle East & Africa. Mortuary bags market estimates have also been provided for the historical years 2020 to 2023 along with forecast for the period from 2024 - 2030.The report includes a deep-dive analysis of key countries including the U.S., Canada, the U.K., Germany, France, Italy, China, Japan, India, Australia, Mexico, Brazil and South Africa, among others. Thereby, the report identifies unique growth opportunities across the world based on trends occurring in various developed and developing economies.
The Mortuary Bags Market Segmentation:
By Material:
By Size:
By End-Use:
By Region:
Some of the leading players in the global mortuary bags market include CLASSIC PLASTICS, Bi Quadro, EMS Mobil Sistemler, Mopec, and Auden Funeral Supplies Ltd. These companies are pursuing market growth through strategies such as expansion, new investments, the introduction of innovative services, and collaborations. By entering new geographical markets and acquiring other businesses, they aim to achieve a competitive advantage and enhance their market presence through synergistic partnerships.
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Key Questions Answered by Mortuary Bags Market Report:
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