MS035A 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:
-
Deep-QLP: A Low-Rank SVD Approximation for Scientific Machine Learning
-
A Comprehensive Bifurcation Analysis of the Fluidic Pinball Problem via Local Reduced Order Models and Linear Stability
-
Explainable Machine Learning with Fredholm Neural Networks
-
A stochastic perturbation approach to nonlinear bifurcating problems
-
Deep-QLP decomposition: theoretical aspects and applications
