Kathleen Winona Vian Martinus

Convolutional LSTM surrogate for mesoscale hydrocode simulations of granular wave propagation

Granular materials subjected to impact loading exhibit heterogeneous spatiotemporal dynamics governed by stress-wave propagation, pore collapse, and grain-scale rearrangement. Mesoscale hydrocodes can resolve these mechanisms, but the computational cost of repeated simulations li...