Surrogate modeling for neutron diffusion problems based on conservative physics-informed neural networks with boundary conditions enforcement
Jiangyu Wang, Xingjie Peng, Zhang Chen, Bingyan Zhou, Yajin Zhou, Nan Zhou
Topics & Concepts
NeutronNeutron transportBoundary (topology)Conservation lawArtificial neural networkDiffusionDomain (mathematical analysis)SmoothnessComputer scienceNeutron fluxBoundary value problemPhysicsApplied mathematicsStatistical physicsMathematical optimizationMathematicsMathematical analysisNuclear physicsArtificial intelligenceQuantum mechanicsModel Reduction and Neural NetworksNuclear Engineering Thermal-HydraulicsNuclear reactor physics and engineering