MatRIS: Toward Reliable and Efficient Pretrained Machine Learning Interatomic Potentials

Yuanchang Zhou, Siyu Hu, Xiangyu Zhang +3

Foundation MLIPs demonstrate broad applicability across diverse material systems and have emerged as a powerful and transformative paradigm in chemical and computational materials…