Application of First-Principles-Based Artificial Neural Network Potentials to Multiscale-Shock Dynamics Simulations on Solid Materials

Artificial neural-network (ANN) potential trained with first-principles calculations have emerged as a promising approach for molecular dynamics (MD) simulations encompassing large space and time s...