Mesh motion in fluid-structure interaction with deep operator networks
Abstract
A mesh motion model based on deep operator networks is presented. The model is trained on and evaluated against a biharmonic mesh motion model on a fluid-structure interaction benchmark problem and further evaluated in a setting where biharmonic mesh motion fails. The performance of the proposed mesh motion model is comparable to the biharmonic mesh motion on the test problems.
- Publication:
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arXiv e-prints
- Pub Date:
- February 2024
- DOI:
- 10.48550/arXiv.2402.00774
- arXiv:
- arXiv:2402.00774
- Bibcode:
- 2024arXiv240200774H
- Keywords:
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- Mathematics - Numerical Analysis;
- Computer Science - Machine Learning
- E-Print:
- 9 pages, 5 figures, submitted to proceedings of ENUMATH 2023