PFT: Phonon Fine-tuning for Machine Learned Interatomic Potentials

Teddy Koker, Abhijeet Gangan, Mit Kotak +2

Many materials properties depend on higher-order derivatives of the potential energy surface, yet machine learned interatomic potentials (MLIPs) trained with a standard loss on ene…