@article{wallshearstressreconstructionfromconcent,
  title = {Wall Shear Stress Reconstruction from Concentration: Differentiable Physics and Physics-Informed Neural Networks},
  author = {Mahmoud Elhadidy and Siva Viknesh and Roshan M. D'Souza and Amirhossein Arzani},
  year = {2026},
  eprint = {2606.06313},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2606.06313},
}