Robust data-driven discovery of governing physical laws with error bars
Author:
Affiliation:
1. Department of Mathematics, Purdue University, West Lafayette, IN 47907, USA
2. School of Mechanical Engineering, Purdue University, West Lafayette, IN 47907, USA
Abstract
Funder
National Science Foundation
Publisher
The Royal Society
Subject
General Physics and Astronomy,General Engineering,General Mathematics
Link
https://royalsocietypublishing.org/doi/pdf/10.1098/rspa.2018.0305
Reference37 articles.
1. Distilling Free-Form Natural Laws from Experimental Data
2. More Is Different
3. Symmetries and conservation laws: Consequences of Noether’s theorem
4. Discovering governing equations from data by sparse identification of nonlinear dynamical systems
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