Artificial Intelligence for Materials Informatics

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.

Produktdetails

• Mitarbeit: S. Sachin Kumar (Herausgeber), Neelesh Ashok (Herausgeber), N Sukumar (Herausgeber), Neethu Mohan (Herausgeber), K P Soman (Herausgeber), Sabu Thomas (Herausgeber), N Sukumar et al (Herausgeber), N. Sukumar (Herausgeber), K. P. Soman (Herausgeber)
• Verlag: Springer, Berlin
• Inhalt: Buch
• Produktform: Fester Einband
• Erscheinungsdatum: 24.06.2025
• Thema: Naturwissenschaften, Medizin, Informatik, Technik > Technik > Allgemeines, Lexika
• EAN: 9783031899829
• ISBN: 978-3-0-3189982-9
• Anzahl Seiten: 247
• Illustration: XII, 247 p. 152 illus., 146 illus. in color.
• Abmessung (Verpackung): 15.5 x 1.7 x 23.5 cm
• Gewicht (Verpackung): 502 g
• Serie: Studies in Computational Intelligence
• Themen: machine learning, Selfies, Datenbanken, Artificial Intelligence, Deep Learning, Materialwissenschaft, Transformers, Natural Language Processing, Material science, Data Engineering, Materials science, Computational Intelligence, Large Language Models, Generative AI, Knowledge Representations, Materials Informatics, SMILES