Sparse Identification Of Nonlinear Dynamics

Machine learning is enabling the discovery of

This video illustrates a new algorithm for the

This lecture shows how to use

This video discusses how to choose an effective library of candidate terms for the

This video discusses the various machine learning optimization schemes that may be used for the

SINDy is a powerful approach for discovering governing equations directly from data. In this video, we introduce

Hosts: Sebastian Peitz - https://orcid.org/0000-0002-3389-793X Oliver Wallscheid - https://www.linkedin.com/in/wallscheid/ ...

In this video, Kadierdan Kaheman describes SINDy-PI: A robust algorithm for parallel implicit

This video discusses data requirements for the

Speaker: Kadierdan Kaheman Event: Second Symposium on Machine Learning and

Paper can be found here: http://arxiv.org/abs/1605.08368 Youtube video of Bruton, Proctor, Kutz SINDy paper: ...

This video discusses how to choose good coordinates for the

Cindy algorithm

Speaker: David Matteson (Cornell) Guest Panellists: Yao Zheng (Connecticut) and Ines Wilms (Maastricht)

Reduced-order models of fluid flows are essential for real-time control, prediction, and optimization of engineering systems that ...

Jash Bari.

Title: Structure-preserving