Machine-Learned Force Fields for Lattice Dynamics at Coupled-Cluster Level Accuracy

Sita Schönbauer, Johanna P. Carbone, Fredrik V. Eriksson +2

We investigate Machine-Learned Force Fields (MLFFs) trained on approximate Density Functional Theory (DFT) and Coupled Cluster (CC) level potential energy surfaces for the carbon d…