Data-Driven Surrogate Modeling of DSMC Solutions Using Deep Neural Networks

Ehsan Roohi, Ahmad Shoja-sani

This study presents a deep neural network (DNN) framework that accelerates Direct Simulation Monte Carlo (DSMC) computations for rarefied-gas flows, while maintaining high physical…