@article{tamingthelosslandscapeofpinnswithnoisyfe,
  title = {Taming the Loss Landscape of PINNs with Noisy Feynman-Kac Supervision: Operator Preconditioning and Non-Asymptotic Error Bounds},
  author = {Nathanael Tepakbong and Hanyu Hu and Chengyu Liu and Xiang Zhou},
  year = {2026},
  eprint = {2606.00643},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2606.00643},
}