Auralee Edelen - Publications, H-index & Citations

Auralee Edelen

united states department of energy (doe)

14H指数

104论文数

996被引数

收录论文 8

发表时间

Data driven drift correction for complex optical systems 基于数据驱动的复杂光学系统漂移校正

Journal of Synchrotron Radiation

IF3

2026-05-01

PREAI

Mishra, Aashwin; Seaberg, Matthew; Roussel, Ryan; Song, Sanghoon; Edelen, Auralee; Ratner, Daniel; Mehta, Apurva

Leveraging prior mean models for faster Bayesian optimization of particle accelerators

SCIENTIFIC REPORTS

IF3.9

2025-04-10

OAAI

Boltz, Tobias; Martinez, Jose L.; Xu, Connie; Baker, Kathryn R. L.; Zhu, Zihan; Morgan, Jenny; Roussel, Ryan; Ratner, Daniel; Mustapha, Brahim; Edelen, Auralee L.

Machine Learning for Design and Control of Particle Accelerators: A Look Backward and Forward

ANNUAL REVIEW OF NUCLEAR AND PARTICLE SCIENCE

IF8.4

2024-09-26

PREAI

Edelen, Auralee; Huang, Xiaobiao

Multi-objective Bayesian active learning for MeV-ultrafast electron diffraction

NATURE COMMUNICATIONS

IF15.7

2024-06-03

OAAI

Ji, Fuhao; Edelen, Auralee; Roussel, Ryan; Shen, Xiaozhe; Miskovich, Sara; Weathersby, Stephen; Luo, Duan; Mo, Mianzhen; Kramer, Patrick; Mayes, Christopher; Othman, Mohamed A. K.; Nanni, Emilio; Wang, Xijie; Reid, Alexander; Minitti, Michael; England, Robert Joel

Multipoint-BAX: a new approach for efficiently tuning particle accelerator emittance via virtual objectives

MACHINE LEARNING-SCIENCE AND TECHNOLOGY

IF4.6

2024-01-10

OAAI

Ayoub Miskovich, Sara; Neiswanger, Willie; Colocho, William; Emma, Claudio; Garrahan, Jacqueline; Maxwell, Timothy; Mayes, Christopher; Ermon, Stefano; Edelen, Auralee; Ratner, Daniel

Improving surrogate model accuracy for the LCLS-II injector frontend using convolutional neural networks and transfer learning 使用卷积神经网络和迁移学习提高lcls-ii进样器前端的代理模型精度

MACHINE LEARNING-SCIENCE AND TECHNOLOGY

IF4.6

2021-10-01

OAAI

Gupta, Lipi; Edelen, Auralee; Neveu, Nicole; Mishra, Aashwin; Mayes, Christopher; Kim, Young-Kee

Turn-key constrained parameter space exploration for particle accelerators using Bayesian active learning

NATURE COMMUNICATIONS

IF15.7

2021-09-23

OAAI

Roussel, Ryan; Gonzalez-Aguilera, Juan Pablo; Kim, Young-Kee; Wisniewski, Eric; Liu, Wanming; Piot, Philippe; Power, John; Hanuka, Adi; Edelen, Auralee

Recovering the phase and amplitude of X-ray FEL pulses using neural networks and differentiable models

OPTICS EXPRESS

IF3.3

2021-06-14

OAAI

Ratner, D.; Christie, F.; Cryan, J. P.; Edelen, A.; Lutman, A.; Zhang, X.

研究方向