A data-enabled physics-informed neural network with comprehensive numerical study on solving neutron diffusion eigenvalue problems
Yu Yang, Helin Gong, Shiquan Zhang, Qihong Yang, Zhang Chen, Qiaolin He, Qing Li
Topics & Concepts
Eigenvalues and eigenvectorsBenchmark (surveying)Artificial neural networkComputer scienceGeneralizationConvergence (economics)Mathematical optimizationApplied mathematicsFunction (biology)MathematicsMachine learningPhysicsMathematical analysisGeodesyEvolutionary biologyQuantum mechanicsGeographyBiologyEconomic growthEconomicsModel Reduction and Neural NetworksNuclear Engineering Thermal-HydraulicsNuclear reactor physics and engineering