@article{physicsinformedneuralnetworksneeda,
  title = {Physics-informed neural networks need a physicist to be accurate: the case of mass and heat transport in Fischer-Tropsch catalyst particles},
  author = {Tymofii Nikolaienko and Harshil Patel and Aniruddha Panda and Subodh Madhav Joshi and Stanislav Jaso and Kaushic Kalyanaraman},
  year = {2024},
  eprint = {2411.10048},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2411.10048v1},
}