Path-integral molecular dynamics with actively-trained and universal machine learning force fields

A. A. Solovykh, N. E. Rybin, I. S. Novikov +1

Accounting for nuclear quantum effects (NQEs) can significantly alter material properties at finite temperatures. Atomic modeling using the path-integral molecular dynamics (PIMD)…