MS078B Learning Differential Equations for Science and Engineering Applications via Scientific Machine Learning II
MS Corresponding Organizer: Dr. Benjamin Sanderse ( CWI Amsterdam , Netherlands )
Chaired by:
Dr. Giovanni Stabile ( Sant'Anna School of Advanced Studies , Italy ) , Mr. Henrik Rosenberger ( Centrum Wiskunde & Informatica , Netherlands )
Dr. Giovanni Stabile ( Sant'Anna School of Advanced Studies , Italy ) , Mr. Henrik Rosenberger ( Centrum Wiskunde & Informatica , Netherlands )
Scheduled presentations:
-
Graph-Based Machine Learning Approaches for Model Order Reduction
F. Pichi*, B. Moya, J. Hesthaven -
Progressive construction of projection-based ROMs for data assimilation
E. Agouzal, J. Argaud, M. Bergmann, G. Fertè, T. taddei* -
Bayesian Learning of Reduced-order Operators with Gaussian Processes
S. McQuarrie*, M. Guo, A. Chaudhuri -
A Time-Relaxation Reduced Order Model for the Turbulent Channel Flow
P. Tsai*, P. Fischer, T. Iliescu
