MS052A Efficient SciML Techniques With Applications to CFD I
MS Corresponding Organizer: Dr. Alexander Heinlein (TU Delft)
Chaired by:
Dr. Alexander Heinlein (TU Delft , Netherlands) , Prof. Sashikumaar Ganesan (Indian Institute of Science , India)
Dr. Alexander Heinlein (TU Delft , Netherlands) , Prof. Sashikumaar Ganesan (Indian Institute of Science , India)
Scheduled presentations:
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Analysis of hybrid finite element / neural network discretization schemes
T. Richter*, C. Lessig, R. Jendersie, U. Kapustsin, M. Nils -
Improving the Convergence of Pseudo-Time Stepping for CFD Simulations With Neural Networks.
A. Zandbergen*, A. Heinlein, T. van Noorden -
Deep learning-based high-order entropy stable schemes for conservation laws
D. Ray*, P. Charles -
Learning Discretization Invariant Closure Models for Large Eddy Simulation of Turbulent Flows
S. Agdestein*, B. Sanderse -
Hybrid Finite Volume-Neural Network Method Applied to Fluid Flow Problems
O. Bublík* -
Optimizing Groundwater Heat Pump Placement: Modelling Heat Transport with CNNs
J. Pelzer*, M. Schulte