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2020 – today
- 2024
[j3]Sara A. Miskovich
, Willie Neiswanger, William Colocho, Claudio Emma, Jacqueline Garrahan, Timothy Maxwell, Christopher Mayes, Stefano Ermon, Auralee Edelen, Daniel Ratner:
Multipoint-BAX: a new approach for efficiently tuning particle accelerator emittance via virtual objectives. Mach. Learn. Sci. Technol. 5(1): 15004 (2024)- 2022
- [i5]Auralee Edelen, Christopher Mayes:
Neural Network Solver for Coherent Synchrotron Radiation Wakefield Calculations in Accelerator-based Charged Particle Beams. CoRR abs/2203.07542 (2022) - [i4]Sara A. Miskovich, Willie Neiswanger, William Colocho, Claudio Emma, Jacqueline Garrahan, Timothy Maxwell, Christopher Mayes, Stefano Ermon, Auralee Edelen, Daniel Ratner:
Bayesian Algorithm Execution for Tuning Particle Accelerator Emittance with Partial Measurements. CoRR abs/2209.04587 (2022) - 2021
- [j2]Claudio Emma, Auralee Edelen, Adi Hanuka, Brendan O'Shea, Alexander Scheinker:
Virtual Diagnostic Suite for Electron Beam Prediction and Control at FACET-II. Inf. 12(2): 61 (2021) - [j1]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) - 2020
- [i3]Adi Hanuka, Xiaobiao Huang, Jane Shtalenkova, Dylan Kennedy, Auralee Edelen, V. R. Lalchand, Daniel Ratner, Joseph Duris:
Physics-informed Gaussian Process for Online Optimization of Particle Accelerators. CoRR abs/2009.03566 (2020)
2010 – 2019
- 2019
- [i2]Faya Wang, Minghao Song, Auralee Edelen, Xiaobiao Huang:
Machine learning for design optimization of storage ring nonlinear dynamics. CoRR abs/1910.14220 (2019) - [i1]Adi Hanuka, Joseph Duris, Jane Shtalenkova, Dylan Kennedy, Auralee Edelen, Daniel Ratner, Xiaobiao Huang:
Online tuning and light source control using a physics-informed Gaussian process Adi. CoRR abs/1911.01538 (2019)
Coauthor Index
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