@article{quantumneuralphysicssolvingpartialdiffer,
  title = {Quantum Neural Physics: Solving Partial Differential Equations on Quantum Simulators using Quantum Convolutional Neural Networks},
  author = {Jucai Zhai and Muhammad Abdullah and Boyang Chen and Fazal Chaudry and Paul N. Smith and Claire E. Heaney and Yanghua Wang and Jiansheng Xiang and Christopher C. Pain},
  year = {2026},
  eprint = {2603.24196},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2603.24196},
}