Lagrangian operator inference enhanced with structure-preserving machine learning for nonintrusive model reduction of mechanical systems

Author:

Sharma HarshORCID,Najera-Flores David A.ORCID,Todd Michael D.ORCID,Kramer BorisORCID

Funder

Ministry of Trade, Industry and Energy

Korea Institute for Advancement of Technology

University of California, San Diego

Sandia National Laboratories

National Nuclear Security Administration

U.S. Department of Energy

Rice University

Office of Naval Research

Publisher

Elsevier BV

Reference70 articles.

1. Control design for soft robots based on reduced-order model;Thieffry;IEEE Robot. Autom. Lett.,2018

2. I. Adibnazari, H. Sharma, J.C. Torralba, B. Kramer, M.T. Tolley, Full-body optimal control of a swimming soft robot enabled by data-driven model reduction, in: Southern California Robotics Symposium, 2023.

3. Design optimization using hyper-reduced-order models;Amsallem;Struct. Multidiscip. Optim.,2015

4. Reduced-order model with an artificial neural network for aerostructural design optimization;Park;J. Aircr.,2013

5. Online structural health monitoring by model order reduction and deep learning algorithms;Rosafalco;Comput. Struct.,2021

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2. Uncertainty-Aware, Structure-Preserving Machine Learning Approach for Domain Shift Detection From Nonlinear Dynamic Responses of Structural Systems;ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part B: Mechanical Engineering;2024-08-17

3. Gradient preserving Operator Inference: Data-driven reduced-order models for equations with gradient structure;Computer Methods in Applied Mechanics and Engineering;2024-07

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