MS035B Scientific Machine Learning for the Numerical Analysis of Large-Scale Complex and Multiscale Dynamical Systems
Main Organizer:
Prof.
Constantinos Siettos
(
University of Naples Federico II
, Italy
)
Chaired by:
Prof. Constantinos Siettos (University of Naples Federico II , Italy)
Prof. Constantinos Siettos (University of Naples Federico II , Italy)
Scheduled presentations:
-
A data-driven study on Implicit LES using a spectral difference method
-
Bifurcation Curve Detection with Deflation for Multi-parametric PDEs
-
From steady symmetric to chaotic regime: nonlinear manifold learning of fluidic pinball dynamics
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Why train Neural Operators for epochs when you can analyze in seconds? Empowering Equation-Free System-Level Analysis via RandONets