LightPFP: A Lightweight Route to Ab Initio Accuracy at Scale

Wenwen Li, Nontawat Charoenphakdee, Yong-Bin Zhuang +6

Machine learning interatomic potentials (MLIPs) bridge the gap between quantum-mechanical accuracy and scalable molecular simulations. However, a fundamental trade-off persists: un…