Material science stands at the heart of technological advancement, enabling the creation of stronger, lighter, and more functional materials that drive innovation in aerospace, electronics, energy, healthcare, and countless other industries. Traditionally, the field has relied heavily on experimental methods and time-consuming trial-and-error approaches to discover and optimize materials. However, as material systems grow increasingly complex and demand for high-performance materials intensifies, conventional methodologies are proving insufficient in terms of speed, efficiency, and scalability.
Enter Artificial Intelligence (AI)—a transformative force that is rapidly reshaping the landscape of material science. With the power of machine learning (ML), deep learning (DL), and data-driven algorithms, researchers and engineers can now explore vast chemical and structural spaces, predict properties with unprecedented accuracy, automate experimental design, and even generate novel materials through inverse design and generative models.
This book, “AI in Material Science,” is a comprehensive guide to understanding how AI is revolutionizing the way we discover, design, and deploy materials. From fundamental principles to real-world applications, the book covers predictive modeling, high-throughput screening, AI-driven microscopy, and smart manufacturing. It also delves into advanced topics such as nanomaterials, biomaterials, autonomous labs, and ethical considerations in AI deployment.
Whether you are a researcher, engineer, student, or technologist, this book will equip you with the insights and tools to harness AI for material innovation and scientific discovery in the 21st century and beyond.
Procurando AI in Material Science (English Edition)? Aqui você encontra tudo sobre este livro de Rakesh Kumar em 6 de junho de 2025. Nesta página estão a descrição da obra, os detalhes da edição (403 páginas) e os formatos disponíveis para baixar: pdf, epub, txt, djvu. Se você gosta de Inglês e Outras Línguas, Por Idioma, eBooks em inglês, Computação, internet e mídia digital, explore também outros títulos da mesma categoria no Encontrando os melhores livros. Veja ainda as outras obras de Rakesh Kumar em nosso catálogo.
Autores populares
Unknown Author (247) Barrett Williams (162) ChatGPT ChatGPT (123) Сергей Каледин (110) Lyudmil Tsvetkov (97) Sharifa McFarlane (79) Rodrigo B Santos (64) Kingston Publishing (63) YouGuide (58) animarueaidezain (51) Kurt Bai (48) Clayton Louis Turnage (47) keieisyakentoushikaken (47) Nikolay Krechet (47) NK Gosine (44) e-aizamiraiseisei (40) SHIZUOKANOSORATETSU (40) Valet WorkShop (36) Various (36) Evgeniia Naumchenko (34)Principais publicadores
Forgotten Books Routledge CRC Press HardPress Springer LitRes PublishDrive OUP Oxford Wiley Packt Publishing Tirant Lo Blanch epubli Palgrave Macmillan Aspen Publishing Hart Publishing Chapman and Hall/CRC Penguin Oxford University Press O'Reilly Media Cambridge University Press