42 citations · 139 across the 15 of their papers we have counts for
Showing 2024Show all
2 papers · 1 filter
cond-mat.mes-hall2024
On resolving meso-scale calculations of pore-collapse-generated hotspots in energetic crystals for consistency with atomistic models
Chukwudubem Okafor, Jacob Herrin, Catalin R. Picu +4
Meso-scale calculations of pore collapse and hotspot formation in energetic crystals provide closure models to macro-scale hydrocodes for predicting the shock sensitivity of energe…
cs.LG2024★ 3 cited
PARCv2: Physics-aware Recurrent Convolutional Neural Networks for Spatiotemporal Dynamics Modeling
Phong C. H. Nguyen, Xinlun Cheng, Shahab Azarfar +6
Modeling unsteady, fast transient, and advection-dominated physics problems is a pressing challenge for physics-aware deep learning (PADL). The physics of complex systems is govern…