@article{acceleratingnaturalgradientdescentfor,
  title = {Accelerating Natural Gradient Descent for PINNs with Randomized Numerical Linear Algebra},
  author = {Ivan Bioli and Carlo Marcati and Giancarlo Sangalli},
  year = {2025},
  eprint = {2505.11638},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2505.11638v2},
}