Explaining classifiers to understand coarse-grained models

Aleksander Evren Paetzold Durumeric, Gregory A. Voth

Bottom-up coarse-grained molecular dynamics models are parameterized using complex effective Hamiltonians. These models are typically optimized to approximate high dimensional data…