LordNet: An efficient neural network for learning to solve parametric partial differential equations without simulated data
Xinquan Huang, Wenlei Shi, Xiaotian Gao, Xinran Wei, Jia Zhang, Jiang Bian, Mao Yang, Tie‐Yan Liu
Topics & Concepts
Artificial neural networkPartial differential equationRange (aeronautics)DiscretizationComputer scienceApplied mathematicsGeneralizationAlgorithmParametric statisticsFunction (biology)MathematicsMathematical optimizationArtificial intelligenceMathematical analysisStatisticsBiologyMaterials scienceEvolutionary biologyComposite materialModel Reduction and Neural NetworksAdvanced Numerical Methods in Computational MathematicsNumerical methods in engineering