Artificial Intelligence for Materials Informatics

S Sachin Kumar • Neelesh Ashok • N Sukumar • Neethu Mohan • K P Soman

Inbunden

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300 sidor
2025

This comprehensive book explores the transformative impact of AI on materials informatics, delving into machine learning/deep learning, and material knowledge representation. Embracing the transformative power of artificial intelligence (AI), the field of materials informatics has witnessed a remarkable revolution in its methodology and applications. AI has revolutionized the field of materials informatics, enabling researchers to discover, design, and optimize materials with enhanced properties at an accelerated pace. It showcases how AI is accelerating materials discovery, property prediction, providing case studies, and a comprehensive bibliography for further exploration. This essential resource equips researchers, scientists, and engineers with the knowledge and tools to harness the power of AI for groundbreaking advancements in materials science.

Författare: S Sachin Kumar, Neelesh Ashok, N Sukumar, Neethu Mohan, K P Soman
Format: Inbunden
ISBN: 9783031899829
Språk: Engelska
Antal sidor: 300
Utgivningsdatum: 2025-06-24
Förlag: Springer International Publishing AG