Improving surrogate model accuracy for the LCLS-II injector frontend using convolutional neural networks and transfer learning

Lipi Gupta, Auralee Edelen, Nicole Neveu, Aashwin Mishra, Christopher Mayes, Youngkee Kim. Improving surrogate model accuracy for the LCLS-II injector frontend using convolutional neural networks and transfer learning. Mach. Learn. Sci. Technol., 2(4):45025, 2021. [doi]

@article{GuptaENMMK21,
  title = {Improving surrogate model accuracy for the LCLS-II injector frontend using convolutional neural networks and transfer learning},
  author = {Lipi Gupta and Auralee Edelen and Nicole Neveu and Aashwin Mishra and Christopher Mayes and Youngkee Kim},
  year = {2021},
  doi = {10.1088/2632-2153/ac27ff},
  url = {https://doi.org/10.1088/2632-2153/ac27ff},
  researchr = {https://researchr.org/publication/GuptaENMMK21},
  cites = {0},
  citedby = {0},
  journal = {Mach. Learn. Sci. Technol.},
  volume = {2},
  number = {4},
  pages = {45025},
}