Kniha An Introduction to Materials Informatics Tongyi Zhang

An Introduction to Materials Informatics

Advanced Machine Learning

Autor: Tongyi Zhang
Jazyk: Angličtina
Väzba: Pevná
Vydavateľ: Springer, Berlin
Dostupnosť: Skladom u dodávateľa v malom množstve
Odosielame za 11-15 dní
124.71
This book introduces how the rapid advancement of artificial intelligence AI is transforming the fi...

Informácie o knihe

Autor
Jazyk
Angličtina
Väzba
Kniha - Pevná
Vydalo
2026
Stránok
890
EAN
9789819560905
Enbook ID
50033337
Vydavateľ
Hmotnosť
1480
Rozmery
155 x 235

Kompletný popis

This book introduces how the rapid advancement of artificial intelligence AI is transforming the field of materials informatics, viz., AI+ materials. Around the world, self-driving materials laboratories and robotic systems the hard foundation of this field are emerging with remarkable speed. At the same time, a diverse array of AI-driven algorithms and computational tools the soft foundation are accelerating materials discovery and design. In particular, the development of large materials models has been significantly propelled by large language models. We are now entering the AI era, where AI for science (AI4S), AI for engineering (AI4E), and AI for materials (AI4M) are extremely important aspects. In this context, it is essential to equip materials scientists, engineers, and students with a solid understanding of fundamental and advanced AI methods and algorithms and their applications in materials science and engineering.

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