@article{physicsguidedtransformerpgtphysicsawarea,
  title = {Physics-Guided Transformer (PGT): Physics-Aware Attention Mechanism for PINNs},
  author = {Ehsan Zeraatkar and Rodion Podorozhny and Jelena Tešić},
  year = {2026},
  eprint = {2603.27929},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2603.27929},
}