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Simultaneous imposition of initial and boundary conditions via decoupled physics-informed neural networks for solving initial-boundary value problems

Khang A. Luong, Magd Abdel Wahab, Jaehong Lee

2025Applied Mathematics and Mechanics20 citationsDOIOpen Access PDF

Topics & Concepts

Boundary value problemArtificial neural networkValue (mathematics)Boundary (topology)PhysicsComputer scienceMathematicsApplied mathematicsMathematical analysisArtificial intelligenceMachine learningModel Reduction and Neural NetworksHeat Transfer MechanismsHydraulic and Pneumatic Systems
Simultaneous imposition of initial and boundary conditions via decoupled physics-informed neural networks for solving initial-boundary value problems | Litcius