A hierarchically normalized physics-informed neural network for solving differential equations: Application for solid mechanics problems
Thang Le-Duc, Seunghye Lee, H. Nguyen‐Xuan, Jaehong Lee, Jaehong Lee
Topics & Concepts
Computer sciencePartial differential equationArtificial neural networkPerceptronHeuristicConvergence (economics)Process (computing)Function (biology)Applied mathematicsStability (learning theory)Flow (mathematics)Mathematical optimizationAlgorithmArtificial intelligenceMachine learningMathematicsPhysicsMathematical analysisMechanicsEvolutionary biologyBiologyOperating systemEconomicsEconomic growthModel Reduction and Neural NetworksMagnetic Properties and ApplicationsHeat Transfer Mechanisms