Ai Material Design
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Ai Material Design
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Author : Kai Turing
language : en
Publisher: Publifye AS
Release Date : 2025-03-04
Ai Material Design written by Kai Turing and has been published by Publifye AS this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-03-04 with Technology & Engineering categories.
""AI Material Design"" explores how artificial intelligence is revolutionizing materials science, speeding up the discovery of materials with specific properties. One intriguing aspect is using AI to predict material properties like strength or conductivity, potentially cutting down on traditional trial-and-error methods. The book also highlights AI's role in optimizing material synthesis and processing, leading to efficient production of high-quality materials. The book uniquely positions AI as more than just a tool; instead, it demonstrates how AI is essential for designing and discovering materials with unprecedented functionalities. Beginning with machine learning principles, the approach progresses to detailing how AI algorithms predict material properties and optimize synthesis techniques. Real-world case studies illustrate the effectiveness of AI in overcoming materials design challenges, making it valuable for researchers and industry professionals alike.
Ai Material Design
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Author : Kai Turing
language : en
Publisher: Publifye AS
Release Date : 2025-03-04
Ai Material Design written by Kai Turing and has been published by Publifye AS this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-03-04 with Technology & Engineering categories.
""AI Material Design"" explores how artificial intelligence is revolutionizing materials science, speeding up the discovery of materials with specific properties. One intriguing aspect is using AI to predict material properties like strength or conductivity, potentially cutting down on traditional trial-and-error methods. The book also highlights AI's role in optimizing material synthesis and processing, leading to efficient production of high-quality materials. The book uniquely positions AI as more than just a tool; instead, it demonstrates how AI is essential for designing and discovering materials with unprecedented functionalities. Beginning with machine learning principles, the approach progresses to detailing how AI algorithms predict material properties and optimize synthesis techniques. Real-world case studies illustrate the effectiveness of AI in overcoming materials design challenges, making it valuable for researchers and industry professionals alike.
Artificial Intelligence Aided Materials Design
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Author : Rajesh Jha
language : en
Publisher: CRC Press
Release Date : 2022-03-15
Artificial Intelligence Aided Materials Design written by Rajesh Jha and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-03-15 with Technology & Engineering categories.
This book describes the application of artificial intelligence (AI)/machine learning (ML) concepts to develop predictive models that can be used to design alloy materials, including hard and soft magnetic alloys, nickel-base superalloys, titanium-base alloys, and aluminum-base alloys. Readers new to AI/ML algorithms can use this book as a starting point and use the MATLAB® and Python implementation of AI/ML algorithms through included case studies. Experienced AI/ML researchers who want to try new algorithms can use this book and study the case studies for reference. Offers advantages and limitations of several AI concepts and their proper implementation in various data types generated through experiments and computer simulations and from industries in different file formats Helps readers to develop predictive models through AI/ML algorithms by writing their own computer code or using resources where they do not have to write code Covers downloadable resources such as MATLAB GUI/APP and Python implementation that can be used on common mobile devices Discusses the CALPHAD approach and ways to use data generated from it Features a chapter on metallurgical/materials concepts to help readers understand the case studies and thus proper implementation of AI/ML algorithms under the framework of data-driven materials science Uses case studies to examine the importance of using unsupervised machine learning algorithms in determining patterns in datasets This book is written for materials scientists and metallurgists interested in the application of AI, ML, and data science in the development of new materials.
Ai In Material Science
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Author : Syed Saad
language : en
Publisher: CRC Press
Release Date : 2024-07-26
Ai In Material Science written by Syed Saad and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-07-26 with Technology & Engineering categories.
This book explores the transformative impact of artificial intelligence on material science and construction practices in the Industry 4.0 landscape. It enquires into AI history and applications, examining material optimization, smart materials, and AI in construction. Covering automation, robotics, and AI-assisted design, the book provides insights into ethical considerations and future trends. A modern reference for scholars and professionals, it bridges academia and practical applications in the dynamic intersection of AI and materials science.
Ai For Designers
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Author : Md Haseen Akhtar
language : en
Publisher: Springer Nature
Release Date : 2023-12-15
Ai For Designers written by Md Haseen Akhtar and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-12-15 with Technology & Engineering categories.
This book presents select research writings from researchers and professionals around the globe on the application, potential, and limitations of AI in different domains. The topics covered include AI in product design, AI in architecture design, AI in textile design, AI in interaction design, and AI for society in general. The book also discusses various cross-applications of AI in other industrial sectors like urban planning and design, AI for inclusive future, etc. The book is a valuable reference for designers in multidisciplinary areas. This book is of interest for anyone who is a beginner, researcher, and professional interested in artificial intelligence and allied fields.
Ai And Robotic Technology In Materials And Chemistry Research
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Author : Xi Zhu
language : en
Publisher: John Wiley & Sons
Release Date : 2025-02-18
Ai And Robotic Technology In Materials And Chemistry Research written by Xi Zhu and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-02-18 with Technology & Engineering categories.
A singular resource for researchers seeking to apply artificial intelligence and robotics to materials science In AI and Robotic Technology in Materials and Chemistry Research, distinguished researcher Dr. Xi Zhu delivers an incisive and practical guide to the use of artificial intelligence and robotics in materials science and chemistry. Dr. Zhu explains the principles of AI from the perspective of a scientific researcher, including the challenges of applying the technology to chemical and biomaterials design. He offers concise interviews and surveys of highly regarded industry professionals and highlights the interdisciplinary and broad applicability of widely available AI tools like ChatGPT. The book covers computational methods and approaches from algorithms, models, and experimental data systems, and includes case studies that showcase the real-world applications of artificial intelligence and lab automation in a variety of scientific research settings from around the world. You'll also find: A thorough introduction to the challenges currently being faced by chemists and materials science researchers Comprehensive explorations of autonomous laboratories powered by artificial intelligence and robotics Practical discussions of a blockchain-powered anti-counterfeiting experimental data system in an autonomous laboratory In-depth treatments of large language models as applied to autonomous materials research Perfect for materials scientists, analytical chemists, and robotics engineers, AI and Robotic Technology in Materials and Chemistry Research will also benefit analytical and pharmaceutical chemists, computer analysts, and other professionals and researchers with an interest in artificial intelligence and robotics.
Virtual Materials Design
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Author : Norbert Huber
language : en
Publisher: Frontiers Media SA
Release Date : 2022-08-02
Virtual Materials Design written by Norbert Huber and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-08-02 with Technology & Engineering categories.
Composite Material Design
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Author : Everett Sinclair
language : en
Publisher: Publifye AS
Release Date : 2025-03-04
Composite Material Design written by Everett Sinclair and has been published by Publifye AS this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-03-04 with Technology & Engineering categories.
Composite Material Design explores how combining different materials can revolutionize product design and boost performance across industries like aerospace and automotive. It highlights the crucial role of interface engineeringâmanaging how materials interactâand the importance of selecting the right materials, such as polymers, ceramics, and metals, for specific applications. By focusing on multi-material systems, the book argues for a holistic approach that considers both individual material properties and manufacturing constraints. The book begins by laying a foundation in material science, then moves into interface engineering, and finally addresses manufacturing techniques like lamination and additive manufacturing, all tailored for composite materials. Case studies from various sectors demonstrate how these designs enhance structural integrity and improve thermal management. This approach emphasizes the need for collaborative engineering to create adaptable and efficient systems, equipping readers with the knowledge to develop high-performance products.
Artificial Intelligence For Medicine
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Author : Yoshiki Oshida
language : en
Publisher: Walter de Gruyter GmbH & Co KG
Release Date : 2021-10-11
Artificial Intelligence For Medicine written by Yoshiki Oshida and has been published by Walter de Gruyter GmbH & Co KG this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-10-11 with Technology & Engineering categories.
The use of artificial intelligence (AI) in various fields is of major importance to improve the use of resourses and time. This book provides an analysis of how AI is used in both the medical field and beyond. Topics that will be covered are bioinformatics, biostatistics, dentistry, diagnosis and prognosis, smart materials, and drug discovery as they intersect with AI. Also, an outlook of the future of an AI-assisted society will be explored.
Innovations In Energy Efficient Construction Through Sustainable Materials
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Author : González-Lezcano, Roberto Alonso
language : en
Publisher: IGI Global
Release Date : 2024-09-13
Innovations In Energy Efficient Construction Through Sustainable Materials written by González-Lezcano, Roberto Alonso and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-09-13 with Technology & Engineering categories.
The construction industry, a cornerstone of modern development, must meet the growing demand for new buildings while minimizing environmental impact. As global populations rise and living standards improve, the need for sustainable building practices has never been more apparent. Traditional construction methods and materials contribute significantly to carbon emissions, resource depletion, and biodiversity loss. Addressing these issues requires innovative solutions that balance development needs with environmental stewardship. Innovations in Energy Efficient Construction Through Sustainable Materials offers a comprehensive response to this pressing problem. The book explores pioneering approaches to building design and construction, focusing on the use of alternative, low-carbon materials and advanced technologies. It provides an in-depth analysis of current and future trends in sustainable construction, covering topics such as recycling waste materials, utilizing biodegradable resources, and implementing energy-efficient designs. By presenting a variety of research fields and practical applications, the book bridges the gap between theoretical concepts and real-world solutions, making it an essential resource for industry professionals, researchers, and advanced students.