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Adversarial and self-adaptive domain decomposition physics-informed neural networks for high-order differential equations with discontinuities

Mingsheng Peng, Hesheng Tang, Yingwei Kou

2025Engineering Applications of Artificial Intelligence10 citationsDOI

Topics & Concepts

Computer scienceClassification of discontinuitiesArtificial neural networkDomain (mathematical analysis)Order (exchange)Differential (mechanical device)Differential equationAdversarial systemArtificial intelligenceApplied mathematicsMathematical analysisPhysicsMathematicsFinanceEconomicsThermodynamicsModel Reduction and Neural NetworksNuclear Engineering Thermal-HydraulicsFluid Dynamics and Turbulent Flows
Adversarial and self-adaptive domain decomposition physics-informed neural networks for high-order differential equations with discontinuities | Litcius