Overcoming the chemical complexity bottleneck in on-the-fly machine learned molecular dynamics simulations

Lucas R. Timmerman, Shashikant Kumar, Phanish Suryanarayana +1

We develop a framework for on-the-fly machine learned force field molecular dynamics simulations based on the multipole featurization scheme that overcomes the bottleneck with the…