Litcius/Paper detail

Optimal control of PDEs using physics-informed neural networks

Saviz Mowlavi, Saleh Nabi

2022Journal of Computational Physics121 citationsDOI

Topics & Concepts

Optimal controlDiscretizationArtificial neural networkPartial differential equationBurgers' equationMathematical optimizationNonlinear systemAdjoint equationMathematicsControl variableLipschitz continuityComputer scienceLaplace transformApplied mathematicsArtificial intelligenceMathematical analysisStatisticsPhysicsQuantum mechanicsModel Reduction and Neural NetworksNuclear reactor physics and engineeringNeural Networks and Applications