Litcius/Paper detail

Discontinuity Computing Using Physics-Informed Neural Networks

Li Liu, Shengping Liu, Hui Xie, Fansheng Xiong, Tengchao Yu, Mengjuan Xiao, Lufeng Liu, Heng Yong

2023Journal of Scientific Computing86 citationsDOI

Topics & Concepts

Classification of discontinuitiesConservation lawDiscontinuity (linguistics)Artificial neural networkNonlinear systemBurgers' equationEuler equationsMathematicsConstraint (computer-aided design)Shock (circulatory)Applied mathematicsComputer scienceMathematical analysisPhysicsArtificial intelligenceGeometryPartial differential equationInternal medicineMedicineQuantum mechanicsModel Reduction and Neural NetworksFluid Dynamics and Turbulent FlowsNuclear Engineering Thermal-Hydraulics