NH-PINN: Neural homogenization-based physics-informed neural network for multiscale problems
Wing Tat Leung, Guang Lin, Zecheng Zhang
Topics & Concepts
Homogenization (climate)OversamplingArtificial neural networkApplied mathematicsComputer scienceMultiscale modelingMathematicsMathematical optimizationAlgorithmArtificial intelligenceBioinformaticsBiologyBiodiversityEcologyBandwidth (computing)Computer networkAdvanced Mathematical Modeling in EngineeringModel Reduction and Neural NetworksAdvanced Numerical Methods in Computational Mathematics