Solving seepage equation using physics-informed residual network without labeled data
Shuaijun Lv, Daolun Li, Wenshu Zha, Luhang Shen, Yan Xing
Topics & Concepts
ResidualDiscretizationCorrectnessArtificial neural networkConvergence (economics)Convolutional neural networkConstraint (computer-aided design)Computer scienceFunction (biology)Applied mathematicsMethod of mean weighted residualsPhysical lawSimple (philosophy)Mathematical optimizationFinite element methodAlgorithmArtificial intelligenceMathematicsMathematical analysisGeometryPhysicsGalerkin methodPhilosophyEconomic growthQuantum mechanicsThermodynamicsBiologyEvolutionary biologyEpistemologyEconomicsModel Reduction and Neural NetworksDam Engineering and SafetyNumerical methods in engineering