2 papers
physics.comp-ph2026
CodeJeNN: A simple C++ neural network generator for physics applications
Jay Arcities, Pavel Popov, Eric J Ching +2
Machine learning has shown speedups for numerical methods in physics applications, but integrating Python-based libraries into high-performance C++ solvers creates performance bott…
physics.comp-ph2025
ChemGen: Code Generation for Multispecies Chemically Reacting Flow Simulations
Ryan F. Johnson, Eric J. Ching, Ethan S. Genter +4
This paper introduces ChemGen, a software package that uses code generation to integrate multispecies thermodynamics and chemical kinetics into C+-based computational physics codes…