Concepedia

Auralee Edelen

AE

22

Publications

816

Citations

14

H-Index

2016

Active since

Affiliations

SLAC National Accelerator Laboratory(Current)

Argonne National Laboratory

University of Chicago

Fermi National Accelerator Laboratory

European Organization for Nuclear Research

Auralee Edelen is an author at SLAC National Accelerator Laboratory specializing in engineering, computer engineering, and machine learning.

Top concepts

EngineeringMachine LearningComputer EngineeringComputer ScienceDeep LearningParticle AcceleratorsModeling And SimulationPhysicsData ScienceInstrumentation

Publications per year

2016–2024

22

Publications

22

Bayesian Optimization of a Free-Electron Laser

Joseph Duris, Dylan Kennedy, Adi Hanuka et al. · Physical Review Letters · 2020 · 143 citations · Full text

Machine learning-based longitudinal phase space prediction of particle accelerators

Claudio Emma, Auralee Edelen, Mark Hogan et al. · Physical Review Accelerators and Beams · 2018 · 104 citations · Full text

Engineering, Machine Learning, Particle Accelerators +14

Neural Networks for Modeling and Control of Particle Accelerators

Auralee Edelen, S.G. Biedroń, B. E. Chase et al. · IEEE Transactions on Nuclear Science · 2016 · 98 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +15

Demonstration of Model-Independent Control of the Longitudinal Phase Space of Electron Beams in the Linac-Coherent Light Source with Femtosecond Resolution

Alexander Scheinker, Auralee Edelen, Dorian Bohler et al. · Physical Review Letters · 2018 · 88 citations · Full text

Photonics, Free-electron Lasers, Engineering +12

Bayesian optimization algorithms for accelerator physics

Ryan Roussel, Auralee Edelen, Tobias Boltz et al. · Physical Review Accelerators and Beams · 2024 · 50 citations · Full text

Large-scale Global Optimization, Engineering, Machine Learning +18

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