@article{frominitialdatatoboundarylayersneural,
  title = {From Initial Data to Boundary Layers: Neural Networks for Nonlinear Hyperbolic Conservation Laws},
  author = {Igor Ciril and Khalil Haddaoui and Yohann Tendero},
  year = {2025},
  eprint = {2506.01453},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2506.01453v1},
}