MS052A Efficient SciML Techniques With Applications to CFD I
MS Corresponding Organizer:
Dr.
Alexander Heinlein
(
TU Delft
, Netherlands
)
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:
-
Analysis of hybrid finite element / neural network discretization schemes
-
Improving the Convergence of Pseudo-Time Stepping for CFD Simulations With Neural Networks.
-
Deep learning-based high-order entropy stable schemes for conservation laws
-
Learning Discretization Invariant Closure Models for Large Eddy Simulation of Turbulent Flows
-
Hybrid Finite Volume-Neural Network Method Applied to Fluid Flow Problems
-
Optimizing Groundwater Heat Pump Placement: Modelling Heat Transport with CNNs
