English

Mesh motion in fluid-structure interaction with deep operator networks

Numerical Analysis 2024-02-02 v1 Machine Learning Numerical Analysis

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.

Keywords

Cite

@article{arxiv.2402.00774,
  title  = {Mesh motion in fluid-structure interaction with deep operator networks},
  author = {Ottar Hellan},
  journal= {arXiv preprint arXiv:2402.00774},
  year   = {2024}
}

Comments

9 pages, 5 figures, submitted to proceedings of ENUMATH 2023

R2 v1 2026-06-28T14:34:49.468Z