综述

机器学习

Recent advances and applications of machine learning in solid-state materials science

第一性原理计算

Electronic-structure methods for materials design
Ab initio molecular dynamics: Concepts, recent developments, and future trends
Discovering and understanding materials through computation

Metadynamics

Using metadynamics to explore complex free-energy landscapes
Crystal Nucleation in Liquids: Open Questions and Future Challenges in Molecular Dynamics Simulations

地球化学与元素分配


CALYPSO晶体结构预测

CALYPSO: A method for crystal structure prediction
Interface structure prediction via CALYPSO method

其他

Materials discovery at high pressures