
MS165A Scientific Machine Learning for Modelling and Simulation I
MS Corresponding Organizer: Dr. Idoia Cortes Garcia ( Eindhoven University of Technology , Netherlands )
Chaired by:
Dr. Michael Abdemalik (Eindhoven University of Technology , Netherlands) , Dr. Idoia Cortes Garcia (Eindhoven University of Technology , Netherlands)
Dr. Michael Abdemalik (Eindhoven University of Technology , Netherlands) , Dr. Idoia Cortes Garcia (Eindhoven University of Technology , Netherlands)
Scheduled presentations:
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Fast Solution of Partial Differential Equations with Neural Green's Operators
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A data-driven learned discretization approach in finite volume schemes for compressible fluid dynamics
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Index-Aware Learning of Circuits
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A Comprehensive Error Modeling Approach in Multi-Fidelity Metamodels of Simulators with Functional Outputs
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MeshGraphNets as NeuralODE to Simulate Physical Systems in Industrial Applications
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Accelerating Phase Field Modeling Through Hybrid Simulations using Fourier Neural Operators and UNets