标签：MACHINE LEARNING

In the last decade, the intersection of Artificial Intelligence and Materials Science has generated a wave of unprecedented optimism. Headlines frequently announce that deep learni

The Foundation - Constructing the High-Dimensional Element Space1. Introduction: Translating Chemistry into GeometryThe primary challenge in applying machine learning to materials

Advances in Machine Learning and Their Application to Materials ScienceMachine learning is rapidly transforming materials science, shifting the field from a traditional trial-and-e