Carte AI-Driven Polymer Design Bhasha Sharma

AI-Driven Polymer Design

Structure, Properties, and Applications

Limbă: engleză
Legare: Copertă tare
Editura: Springer, Berlin
Disponibilitate: În depozitul extern
Expediem în 10-13 zile
773.92 lei
This book highlights how artificial intelligence (AI) is transforming the design, analysis, and appl...

Informații despre carte

Limbă
engleză
Legare
Carte - Copertă tare
Publicat
2026
Pagini
281
EAN
9789819583522
Enbook ID
51292439
Greutate
473
Dimensiuni
155 x 235

Descriere completă

This book highlights how artificial intelligence (AI) is transforming the design, analysis, and application of polymers in modern science and industry. AI technologies, including machine learning (ML) and deep learning, have revolutionized the discovery, prediction, and optimization of polymers, enabling the rapid development of materials with specific properties suited for various applications such as healthcare, energy, and electronics. It covers the role of AI in understanding the relationship between the molecular structure of polymers and their physical, chemical, and mechanical properties. By integrating advanced AI models, the book demonstrates how new polymeric materials can be designed more efficiently, with tailored properties for targeted applications. It offers both theoretical and practical insights into AI algorithms, predictive modeling, polymer property analysis, and case studies.

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