ModalPINN: An extension of physics-informed Neural Networks with enforced truncated Fourier decomposition for periodic flow reconstruction using a limited number of imperfect sensors
G Raynaud, Sébastien Houde, Frédérick P. Gosselin
Topics & Concepts
AlgorithmInterpretabilityPerceptronComputer scienceArtificial neural networkFourier transformFlow (mathematics)Applied mathematicsMathematicsStatistical physicsArtificial intelligenceMathematical analysisPhysicsGeometryModel Reduction and Neural NetworksFluid Dynamics and Turbulent FlowsNuclear Engineering Thermal-Hydraulics