CEENs: Causality-enforced evolutional networks for solving time-dependent partial differential equations

Jeahan Jung, H.-T. Kim, Hyomin Shin, Minseok Choi

2024Computer Methods in Applied Mechanics and Engineering21 citationsDOI

Topics & Concepts

Causality (physics)SpeedupPartial differential equationComputer scienceConstruct (python library)AlgorithmArtificial neural networkProcess (computing)Applied mathematicsTime domainMathematical optimizationMathematicsTheoretical computer scienceArtificial intelligenceMathematical analysisParallel computingQuantum mechanicsPhysicsProgramming languageComputer visionOperating systemModel Reduction and Neural NetworksFluid Dynamics and Turbulent FlowsFluid Dynamics and Vibration Analysis