Artificial Intelligence for Materials Informatics

S. Sachin Kumar, Neelesh Ashok, N. Sukumar , Neethu Mohan

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English

Springer International Publishing AG
30 July 2025

Materials science; Databases; Artificial intelligence

Series: Studies in Computational Intelligence

Summary
Details

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.

Edited by: S. Sachin Kumar, Neelesh Ashok, N. Sukumar, Neethu Mohan, K. P. Soman
Imprint: Springer International Publishing AG
Country of Publication: Switzerland
Volume: 1213
Dimensions: Height: 235mm, Width: 155mm,
ISBN: 9783031899829
ISBN 10: 3031899822
Series: Studies in Computational Intelligence
Pages: 247
Publication Date: 30 July 2025
Audience: Professional and scholarly , Undergraduate
Format: Hardback
Publisher's Status: Active