Uncertainty Quantification of Nonlinear Systems
36:24
Model Predictive Control with Arduino in MATLAB
1:03:08
Fast Quantification of Uncertainty and Robustness with Variational Bayes
1:18:57
Samo 2016: Polynomial Chaos Expansions in Engineering, Bruno SUDRET
58:12
DeepOnet: Learning nonlinear operators based on the universal approximation theorem of operators.
24:31
Deep Learning of Dynamics and Coordinates with SINDy Autoencoders
6:21
Monte-Carlo Propagation of Uncertainty
1:06:28
Data-driven MPC: From linear to nonlinear systems with guarantees
39:02