Auralee Edelen
SLAC National Accelerator Laboratory(US)
Publications by Year
Research Areas
Particle accelerators and beam dynamics, Particle Accelerators and Free-Electron Lasers, Particle Detector Development and Performance, Superconducting Materials and Applications, Magnetic confinement fusion research
Most-Cited Works
- → Bayesian Optimization of a Free-Electron Laser(2020)144 cited
- → Machine learning-based longitudinal phase space prediction of particle accelerators(2018)105 cited
- → Neural Networks for Modeling and Control of Particle Accelerators(2016)100 cited
- → Demonstration of Model-Independent Control of the Longitudinal Phase Space of Electron Beams in the Linac-Coherent Light Source with Femtosecond Resolution(2018)88 cited
- → Bayesian optimization algorithms for accelerator physics(2024)54 cited
- → Multiobjective Bayesian optimization for online accelerator tuning(2021)48 cited
- → Toward the end-to-end optimization of particle physics instruments with differentiable programming(2023)42 cited
- → Phase Space Reconstruction from Accelerator Beam Measurements Using Neural Networks and Differentiable Simulations(2023)36 cited
- → Uncertainty quantification for deep learning in particle accelerator applications(2021)25 cited
- → Differentiable Preisach Modeling for Characterization and Optimization of Particle Accelerator Systems with Hysteresis(2022)23 cited