A Physics-Informed Neural Network-Enhanced Material Point Method for Regression Simulation of Solid Propellant

Supplementary materials for the manuscript include a one-dimensional neural network model for predicting combustion rate and AP particle size distributions for four Miller packs. The particle size distribution is composed of the x, y coordinates and radius r of the particles.