ChemGen: Code Generation for Multispecies Chemically Reacting Flow Simulations
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arXiv
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| Main Authors: | , , , , , , |
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| Format: | Preprint |
| Published: |
2025
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| _version_ | 1866917136410083328 |
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| author | Johnson, Ryan F. Ching, Eric J. Genter, Ethan S. Lipman, Joshua E. Kercher, Andrew D. Arcities, Jay Wang, Hai |
| author_facet | Johnson, Ryan F. Ching, Eric J. Genter, Ethan S. Lipman, Joshua E. Kercher, Andrew D. Arcities, Jay Wang, Hai |
| contents | This paper introduces ChemGen, a software package that uses code generation to integrate multispecies thermodynamics and chemical kinetics into C+-based computational physics codes. ChemGen aims to make chemical kinetics more accessible in existing simulation frameworks and help bridge the gap between combustion modeling and computational physics. The package employs the concept of decorators which enable flexible C++ code generation to target established software ecosystems. ChemGen generates code to evaluate thermodynamic properties, chemical source terms, and their analytical derivatives for Jacobian calculations. Also included are a variety of implicit time integration schemes, linear solvers, and preconditioners. The various components of Chemgen are verified by demonstrating agreement with Cantera and/or theoretical convergence rates. Finally, we integrate ChemGen into OpenFOAM and achieve a speedup over its native chemistry solver by approximately four times. ChemGen is an ongoing project released under the NRL Open License, a source-available license provided by the U.S. Naval Research Laboratory. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2510_10005 |
| institution | arXiv |
| publishDate | 2025 |
| record_format | arxiv |
| spellingShingle | ChemGen: Code Generation for Multispecies Chemically Reacting Flow Simulations Johnson, Ryan F. Ching, Eric J. Genter, Ethan S. Lipman, Joshua E. Kercher, Andrew D. Arcities, Jay Wang, Hai Computational Physics This paper introduces ChemGen, a software package that uses code generation to integrate multispecies thermodynamics and chemical kinetics into C+-based computational physics codes. ChemGen aims to make chemical kinetics more accessible in existing simulation frameworks and help bridge the gap between combustion modeling and computational physics. The package employs the concept of decorators which enable flexible C++ code generation to target established software ecosystems. ChemGen generates code to evaluate thermodynamic properties, chemical source terms, and their analytical derivatives for Jacobian calculations. Also included are a variety of implicit time integration schemes, linear solvers, and preconditioners. The various components of Chemgen are verified by demonstrating agreement with Cantera and/or theoretical convergence rates. Finally, we integrate ChemGen into OpenFOAM and achieve a speedup over its native chemistry solver by approximately four times. ChemGen is an ongoing project released under the NRL Open License, a source-available license provided by the U.S. Naval Research Laboratory. |
| title | ChemGen: Code Generation for Multispecies Chemically Reacting Flow Simulations |
| topic | Computational Physics |
| url | https://arxiv.org/abs/2510.10005 |