@article{physicsinformedmeshgraphnetspimgnsneural,
  title = {Physics-informed MeshGraphNets (PI-MGNs): Neural finite element solvers for non-stationary and nonlinear simulations on arbitrary meshes},
  author = {Tobias Würth and Niklas Freymuth and Clemens Zimmerling and Gerhard Neumann and Luise Kärger},
  year = {2024},
  eprint = {2402.10681},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2402.10681v1},
}