An Introduction to Materials Informatics: Advanced Machine Learning

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 mater...