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RelaxNet: A structure-preserving neural network to approximate the Boltzmann collision operator

Tianbai Xiao, Martin Frank

2023Journal of Computational Physics15 citationsDOIOpen Access PDF

Topics & Concepts

Artificial neural networkBoltzmann equationOperator (biology)Relaxation (psychology)Boltzmann constantDistribution functionApplied mathematicsMathematicsComputer scienceMathematical optimizationArtificial intelligencePhysicsQuantum mechanicsBiochemistrySocial psychologyGeneRepressorPsychologyChemistryTranscription factorModel Reduction and Neural NetworksQuantum, superfluid, helium dynamicsGas Dynamics and Kinetic Theory
RelaxNet: A structure-preserving neural network to approximate the Boltzmann collision operator | Litcius