MS161A Unravelling Neural Networks with Structure-Preserving Computing I
MS Corresponding Organizer: Prof. Barry Koren (TU Eindhoven)
Chaired by:
Prof. Barry Koren (TU Eindhoven , Netherlands) , Prof. Wil Schilders (TU Eindhoven , Netherlands)
Prof. Barry Koren (TU Eindhoven , Netherlands) , Prof. Wil Schilders (TU Eindhoven , Netherlands)
Scheduled presentations:
-
Turbulence Subgrid Closure for the Lattice Boltzmann Method via Artificial Neural Networks
G. Ortali*, N. Demo, A. Gabbana, G. Rozza, F. Toschi -
Learning Parameter-Dependent Hamiltonian Systems with Structure-Preserving Neural Networks
P. Horn*, B. Koren -
Energy-Conserving Neural Network for Turbulence Modeling
T. van Gastelen*, W. Edeling, B. Sanderse -
Unravelling Architectures of Continuous-Time Recurrent Neural Networks
C. Datar*, A. Datar, F. Dietrich, W. Schilders -
Variationally Mimetic Operator Networks
D. Patel, D. Ray, M. Abdelmalik*, T. Hughes, A. Oberai