First Steps Toward Incorporating Image Based Diagnostics into Particle Accelerator Control Systems Using Convolutional Neural Networks

Edelen, Auralee; Biedron, Sandra; Edelen, Jonathan; Milton, Stephen

doi:10.18429/JACoW-NAPAC2016-TUPOA51

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BiBTeX citation export for TUPOA51: First Steps Toward Incorporating Image Based Diagnostics into Particle Accelerator Control Systems Using Convolutional Neural Networks

@InProceedings{Edelen:NAPAC2016-TUPOA51,
  author       = {A.L. Edelen and S. Biedron and J.P. Edelen and S.V. Milton},
  title        = {{F}irst {S}teps {T}oward {I}ncorporating {I}mage {B}ased {D}iagnostics into {P}article {A}ccelerator {C}ontrol {S}ystems {U}sing {C}onvolutional {N}eural {N}etworks},
  booktitle    = {Proc. of North American Particle Accelerator Conference (NAPAC'16),
                  Chicago, IL, USA, October 9-14, 2016},
  pages        = {390--393},
  paper        = {TUPOA51},
  language     = {english},
  keywords     = {ion, gun, network, controls, solenoid},
  venue        = {Chicago, IL, USA},
  series       = {North American Particle Accelerator Conference},
  number       = {3},
  publisher    = {JACoW},
  address      = {Geneva, Switzerland},
  month        = {Jan.},
  year         = {2017},
  isbn         = {978-3-95450-180-9},
  doi          = {https://doi.org/10.18429/JACoW-NAPAC2016-TUPOA51},
  url          = {https://jacow.org/napac2016/papers/tupoa51.pdf},
  note         = {https://doi.org/10.18429/JACoW-NAPAC2016-TUPOA51},
}