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DLGA-PDE: Discovery of PDEs with incomplete candidate library via combination of deep learning and genetic algorithm

Hao Xu, Haibin Chang, Dongxiao Zhang

2020Journal of Computational Physics102 citationsDOIOpen Access PDF

Topics & Concepts

Partial differential equationKorteweg–de Vries equationAlgorithmComputer scienceGenetic algorithmBurgers' equationArtificial neural networkMathematicsDeep learningArtificial intelligenceMathematical optimizationMathematical analysisNonlinear systemPhysicsQuantum mechanicsModel Reduction and Neural NetworksNuclear Engineering Thermal-HydraulicsFluid Dynamics and Vibration Analysis
DLGA-PDE: Discovery of PDEs with incomplete candidate library via combination of deep learning and genetic algorithm | Litcius