Physics-guided and Energy-based Learning of Interconnected Systems: from Lagrangian to Port-Hamiltonian Systems
Author:
Affiliation:
1. University of Georgia,School of Electrical & Computer Engineering,Athens,GA,USA,30602
2. Clemson University,Department of Mechanical Engineering,Clemson,SC,USA,29634
Funder
National Science Foundation
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/9992315/9992317/09992803.pdf?arnumber=9992803
Reference20 articles.
1. Towards out-of-distribution generalization: A survey;Shen,2021
2. Hamiltonian neural networks;Greydanus,2019
3. On learning Hamiltonian systems from data
4. Lagrangian neural networks;Cranmer
5. Physics-guided and Neural Network Learning-based Sliding Mode Control
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