2 papers
cond-mat.mtrl-sci2026
SPLIT-PINN: Separable Probability Learning Technique via Physics-Informed Neural Networks for High-Dimensional Probabilistic Modeling
Pouria Behnoudfar, Deekshith Naidu Ponnana, Noah J. Schmelzer +6
We present a probabilistic modeling framework for incorporating small-scale spatial heterogeneity into macroscopic descriptions of material behavior for polycrystalline metallic ma…
cond-mat.mtrl-sci2013
The effect of shock-wave profile on dynamic brittle failure
J. Pablo Escobedo, Eric N. Brown, Carl P. Trujillo +2
The influence of shock-wave-loading profile on the failure processes in a brittle material has been investigated. Tungsten heavy alloy (WHA) specimens have been subjected to two sh…