@article{weightparameterizationincontinuoustimede,
  title = {Weight-Parameterization in Continuous Time Deep Neural Networks for Surrogate Modeling},
  author = {Haley Rosso and Lars Ruthotto and Khachik Sargsyan},
  year = {2025},
  eprint = {2507.22045},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2507.22045},
}