Artificial Intelligence in Material Science
eBook - ePub

Artificial Intelligence in Material Science

Advances

  1. 276 pages
  2. English
  3. ePUB (mobile friendly)
  4. Available on iOS & Android
eBook - ePub

Artificial Intelligence in Material Science

Advances

About this book

Artificial intelligence (AI) in the form of machine learning and nature-inspired optimization algorithms are vastly used in material science. These techniques improve many quality metrics, such as reliability and ergonomics.

This book highlights the recent challenges in this field and helps readers to understand the subject and develop future works. It reviews the latest methods and applications of AI in material science. It covers a wide range of topics, including Material processing; Properties prediction; Conventional machining, such as turning, boring, grinding, and milling; non-conventional machining, such as electrical discharge machining, electrochemical machining, laser machining, plasma machining, ultrasonic machining, chemical machining, and water-jet machining; Machine tools, such as programming, design, and maintenance. AI techniques reviewed in the book include Machine learning, Fuzzy logic, Genetic algorithms, Particle swarm optimization, Cuckoo search, Grey wolf optimizer, and Ant colony optimization.

Frequently asked questions

Yes, you can cancel anytime from the Subscription tab in your account settings on the Perlego website. Your subscription will stay active until the end of your current billing period. Learn how to cancel your subscription.
At the moment all of our mobile-responsive ePub books are available to download via the app. Most of our PDFs are also available to download and we're working on making the final remaining ones downloadable now. Learn more here.
Perlego offers two plans: Essential and Complete
  • Essential is ideal for learners and professionals who enjoy exploring a wide range of subjects. Access the Essential Library with 800,000+ trusted titles and best-sellers across business, personal growth, and the humanities. Includes unlimited reading time and Standard Read Aloud voice.
  • Complete: Perfect for advanced learners and researchers needing full, unrestricted access. Unlock 1.4M+ books across hundreds of subjects, including academic and specialized titles. The Complete Plan also includes advanced features like Premium Read Aloud and Research Assistant.
Both plans are available with monthly, semester, or annual billing cycles.
We are an online textbook subscription service, where you can get access to an entire online library for less than the price of a single book per month. With over 1 million books across 1000+ topics, we’ve got you covered! Learn more here.
Look out for the read-aloud symbol on your next book to see if you can listen to it. The read-aloud tool reads text aloud for you, highlighting the text as it is being read. You can pause it, speed it up and slow it down. Learn more here.
Yes! You can use the Perlego app on both iOS or Android devices to read anytime, anywhere — even offline. Perfect for commutes or when you’re on the go.
Please note we cannot support devices running on iOS 13 and Android 7 or earlier. Learn more about using the app.
Yes, you can access Artificial Intelligence in Material Science by Mohamed Arezki Mellal in PDF and/or ePUB format, as well as other popular books in Technology & Engineering & Artificial Intelligence (AI) & Semantics. We have over one million books available in our catalogue for you to explore.

Table of contents

  1. Cover Page
  2. Title Page
  3. Copyright Page
  4. Foreword
  5. Preface
  6. Contents
  7. 1 Artificial Intelligence Computational Intelligence and Opportunities
  8. 2 Urban Heat Island (UHI) Effect and its Mitigation Schemes in Built-up Areas with Artificial Intelligence Techniques
  9. 3 The Role of Artificial Intelligence in Advancing the Digitalization of Machining Processes
  10. 4 Evaluating Process Variability through the Implementation of Fuzzy Triangular Distribution in Dynamic Value Stream Mapping
  11. 5 Innovative Electrode Tool Manufacturing Methods for Electrode Discharge Machining
  12. 6 Implementation of AI in Manufacturing Industries: A Case Study
  13. 7 Constructional and Technological Approach to Improve the Mechanical Performance of Diesel Engines
  14. 8 Artificial Intelligence and Product Innovation: Expectations and Concerns
  15. 9 Artificial Intelligence and Game Theory in the Intensive Care Units
  16. 10 Application of AI in Material Science to Accelerate Material Innovation
  17. 11 Contributions of Machine Learning to Material Science: A Short Overview
  18. 12 The Use of Metaheuristics in Material Science: A Short Overview
  19. 13 Advances in Artificial Intelligence—Will Artificial Intelligence Support Transfusion Medicine Knowledge and Technology?
  20. Index