Application of physics-informed neural network to calculate heat transfer and deuterium diffusion-trapping in tungsten plasma facing materials

Pengcheng Guo, Hanfeng Song, Yunhui Tang, Bing Wang, Bo Wang. Application of physics-informed neural network to calculate heat transfer and deuterium diffusion-trapping in tungsten plasma facing materials. J. Intelligent Manufacturing, 37(7):2669-2695, July 2026. [doi]

@article{GuoSTWW26,
  title = {Application of physics-informed neural network to calculate heat transfer and deuterium diffusion-trapping in tungsten plasma facing materials},
  author = {Pengcheng Guo and Hanfeng Song and Yunhui Tang and Bing Wang and Bo Wang},
  year = {2026},
  month = {July},
  doi = {10.1007/s10845-025-02659-5},
  url = {https://doi.org/10.1007/s10845-025-02659-5},
  researchr = {https://researchr.org/publication/GuoSTWW26},
  cites = {0},
  citedby = {0},
  journal = {J. Intelligent Manufacturing},
  volume = {37},
  number = {7},
  pages = {2669-2695},
}