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A. Edelen · SciRah

Researcher profile · Semantic Scholar

A. Edelen

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A. Edelen — researcher profile on SciRah

h-index: 18
Works: 75
Citations: 1,312

Most-cited papers

Bayesian Optimization of a Free-Electron Laser.
Joseph Duris, D. Kennedy, A. Hanuka, J. Shtalenkova +7 more
2019Physical Review Letters142 citations Open access
Semantic Scholar
Machine learning for orders of magnitude speedup in multiobjective optimization of particle accelerator systems
A. Edelen, N. Neveu, M. Frey, Y. Huber +2 more
2019Physical Review Accelerators and Beams140 citations Open access
Semantic Scholar
Machine learning-based longitudinal phase space prediction of particle accelerators
C. Emma, A. Edelen, M. Hogan, B. O'Shea +2 more
2018Physical Review Accelerators and Beams109 citations Open access
Semantic Scholar
Demonstration of Model-Independent Control of the Longitudinal Phase Space of Electron Beams in the Linac-Coherent Light Source with Femtosecond Resolution.
A. Scheinker, A. Edelen, D. Bohler, C. Emma +1 more
2018Physical Review Letters97 citations Open access
Semantic Scholar
Toward the end-to-end optimization of particle physics instruments with differentiable programming
T. Dorigo, A. Giammanco, Pietro Vischia, M. Aehle +32 more
2022Reviews in Physics83 citations Open access
Semantic Scholar
Bayesian optimization algorithms for accelerator physics
Ryan Roussel, A. Edelen, T. Boltz, Dylan Kennedy +23 more
2023Physical Review Accelerators and Beams75 citations Open access
Semantic Scholar
Opportunities in Machine Learning for Particle Accelerators
A. Edelen, C. Mayes, D. Bowring, D. Ratner +9 more
201871 citations
Semantic Scholar
Multiobjective Bayesian optimization for online accelerator tuning
R. Roussel, A. Hanuka, A. Edelen
2020Physical Review Accelerators and Beams57 citations Open access
Semantic Scholar
Physics-informed Gaussian Process for Online Optimization of Particle Accelerators
A. Hanuka, Xiao-Biao Huang, Jane Shtalenkova, Dylan Kennedy +4 more
2020Physical Review Accelerators and Beams40 citations Open access
Semantic Scholar
Phase Space Reconstruction from Accelerator Beam Measurements Using Neural Networks and Differentiable Simulations.
R. Roussel, A. Edelen, C. Mayes, D. Ratner +4 more
2022Physical Review Letters35 citations Open access
Semantic Scholar
Uncertainty quantification for deep learning in particle accelerator applications
A. Mishra, A. Edelen, A. Hanuka, C. Mayes
2021Physical Review Accelerators and Beams27 citations Open access
Semantic Scholar
Machine Learning for Design and Control of Particle Accelerators: A Look Backward and Forward
A. Edelen, Xiao-Biao Huang
2024Annual Review of Nuclear and Particle Science26 citations Open access
Semantic Scholar
C$^3$ Demonstration Research and Development Plan
E. Nanni, M. Breidenbach, C. Vernieri, S. Belomestnykh +45 more
202226 citations
Semantic Scholar
Turn-key constrained parameter space exploration for particle accelerators using Bayesian active learning
R. Roussel, J. P. Gonzalez-Aguilera, Young-Kee Kim, E. Wisniewski +5 more
2021Nature Communications26 citations Open access
Semantic Scholar
Improving surrogate model accuracy for the LCLS-II injector frontend using convolutional neural networks and transfer learning
L. Gupta, A. Edelen, N. Neveu, A. Mishra +2 more
2021Machine Learning: Science and Technology22 citations Open access
Semantic Scholar
Online tuning and light source control using a physics-informed Gaussian process Adi
A. Hanuka, Joseph Duris, J. Shtalenkova, Dylan Kennedy +3 more
2019arXiv.org22 citations
Semantic Scholar
Multi-objective Bayesian active learning for MeV-ultrafast electron diffraction
F. Ji, A. Edelen, Ryan Roussel, Xiao-Zhe Shen +12 more
2024Nature Communications19 citations Open access
Semantic Scholar
Machine Learning Models for Optimization and Control of X-ray Free Electron Lasers
A. Edelen, N. Neveu, C. Emma, D. Ratner +1 more
201919 citations
Semantic Scholar
Efficient six-dimensional phase space reconstructions from experimental measurements using generative machine learning
Ryan Roussel, J. P. Gonzalez-Aguilera, E. Wisniewski, A. Ody +4 more
2024Physical Review Accelerators and Beams18 citations Open access
Semantic Scholar
Status and future plans for C3 R&D
E. Nanni, M. Breidenbach, Zenghai Li, C. Vernieri +52 more
2023Journal of Instrumentation17 citations Open access
Semantic Scholar
Lightsource Unified Modeling Environment (LUME), a Start-to-End Simulation Ecosystem
C. Mayes, E. Juncheng, A. Edelen, C. Fortmann-Grote +13 more
202113 citations
Semantic Scholar
Adaptive model tuning studies for non-invasive diagnostics and feedback control of plasma wakefield acceleration at FACET-II
A. Scheinker, S. Gessner, C. Emma, A. Edelen
202013 citations Open access
Semantic Scholar
Advanced Control Methods for Particle Accelerators (ACM4PA) 2019
A. Scheinker, C. Emma, A. Edelen, S. Gessner
201913 citations Open access
Semantic Scholar
Temporal power reconstruction for an x-ray free-electron laser using convolutional neural networks
X. Ren, A. Edelen, A. Lutman, G. Marcus +2 more
202012 citations Open access
Semantic Scholar
Machine Learning on Heterogeneous, Edge, and Quantum Hardware for Particle Physics
J. Gonski, J. Ott, Shiva Abbaszadeh, Sagar Addepalli +117 more
2026PRX Intelligence11 citations Open access
Semantic Scholar
Virtual Diagnostic Suite for Electron Beam Prediction and Control at FACET-II
C. Emma, A. Edelen, A. Hanuka, B. O'Shea +1 more
2021Inf.10 citations Open access
Semantic Scholar
FACET-II ∗
C. Clarke, J. Allen, L. Alsberg, C. Emma +24 more
10 citations
Semantic Scholar
Leveraging prior mean models for faster Bayesian optimization of particle accelerators
T. Boltz, Jose L. Martinez, Connie Xu, K. Baker +6 more
2024Scientific Reports9 citations Open access
Semantic Scholar
Embracing modern software tools and user-friendly practices, when distributing scientiﬁc codes
R. Lehe, A. Huebl, J. Vay, A. Friedman +12 more
20209 citations
Semantic Scholar
Machine learning for design optimization of storage ring nonlinear dynamics
Fa-Ya Wang, Minghao Song, A. Edelen, Xiao-Biao Huang
2019arXiv.org9 citations
Semantic Scholar
Emittance minimization for aberration correction I: Aberration correction of an electron microscope without knowing the aberration coefficients.
Desheng Ma, Steven E. Zeltmann, Chenyu Zhang, Z. Baraissov +5 more
2024Ultramicroscopy8 citations Open access
Semantic Scholar
Four-dimensional phase-space reconstruction of flat and magnetized beams using neural networks and differentiable simulations
Seong-II Kim, J. P. Gonzalez-Aguilera, P. Piot, Gongxiaohui Chen +8 more
2024Physical Review Accelerators and Beams8 citations Open access
Semantic Scholar
Bayesian Optimization for Multi-dimensional Alignment: Tuning Aberration Correctors and Ptychographic Reconstructions
Chenyu Zhang, Yu-Tsun Shao, Z. Baraissov, C. Duncan +4 more
2022Microscopy and Microanalysis8 citations
Semantic Scholar
arXiv : Opportunities in Machine Learning for Particle Accelerators
A. Edelen, J. Snuverink, J. Edelen, D. Ratner +9 more
20188 citations
Semantic Scholar
Initial experimental results of a machine learning-based temperature control system for an RF gun
A. Edelen, S. Biedron, Stephen V. Milton, B. Chase +7 more
20158 citations
Semantic Scholar
A Start to End Machine Learning Approach to Maximize Scientific Throughput from the LCLS-II-HE
A. Mishra, M. Seaberg, Ryan Roussel, Frédéric Poitevin +4 more
2025Synchrotron Radiation News7 citations
Semantic Scholar
Resonant Control for Fermilab's PXIE RFQ
D. Bowring, S. Biedron, B. Chase, J. Czajkowski +6 more
20167 citations Open access
Semantic Scholar
Emittance minimization for aberration correction II: Physics-informed Bayesian optimization of an electron microscope.
Desheng Ma, Steven E. Zeltmann, Chenyu Zhang, Z. Baraissov +5 more
2024Ultramicroscopy6 citations Open access
Semantic Scholar
Multipoint-BAX: a new approach for efficiently tuning particle accelerator emittance via virtual objectives
Sara Ayoub Miskovich, Willie Neiswanger, W. Colocho, C. Emma +6 more
2022Machine Learning: Science and Technology6 citations Open access
Semantic Scholar
Applications of Differentiable Physics Simulations in Particle Accelerator Modeling
R. Roussel, A. Edelen
20226 citations
Semantic Scholar
Aberration Corrector Tuning with Machine-Learning-Based Emittance Measurements and Bayesian Optimization
Chenyu Zhang, Z. Baraissov, C. Duncan, A. Hanuka +3 more
2021Microscopy and Microanalysis6 citations Open access
Semantic Scholar
Outlook towards deployable continual learning for particle accelerators
K. Rajput, Sen Lin, A. Edelen, W. Blokland +1 more
2025Machine Learning: Science and Technology5 citations Open access
Semantic Scholar
Machine Learning-Based Longitudinal Phase Space Prediction of Two-Bunch Operation at FACET-II
C. Emma, Michael D. Alverson, A. Edelen, A. Hanuka +5 more
20205 citations
Semantic Scholar
Investigations of Long-Range Wakefield Effects in a TESLA-type Cryomodule at FAST
A. Lumpkin, R. Thurman-Keup, D. Edstrom, J. Ruan +6 more
1900Investigations of Long-Range Wakefield Effects in a TESLA-type Cryomodule at FAST5 citations Open access
Semantic Scholar
Harnessing the power of gradient-based simulations for multi-objective optimization in particle accelerators
K. Rajput, M. Schram, A. Edelen, J. Colen +5 more
2024Machine Learning: Science and Technology4 citations Open access
Semantic Scholar
Demonstration of Autonomous Emittance Characterization at the Argonne Wakefield Accelerator
R. Roussel, D. Kennedy, A. Edelen, S. Kim +2 more
2023Instruments4 citations Open access
Semantic Scholar
Neural Network Prior Mean for Particle Accelerator Injector Tuning
Connie Xu, R. Roussel, A. Edelen
20224 citations
Semantic Scholar
Resonant Frequency Control For the PIP-II Injector Test RFQ: Control Framework and Initial Results
A. Edelen, S. Biedron, Stephen V. Milton, D. Bowring +4 more
20164 citations
Semantic Scholar
Physics-informed Bayesian Optimization of an Electron Microscope.
Desheng Ma, Chenyu Zhang, Yu-Tsun Shao, Z. Baraissov +5 more
2023Microscopy and Microanalysis3 citations Open access
Semantic Scholar
Bayesian Algorithm Execution for Tuning Particle Accelerator Emittance with Partial Measurements
S. Miskovich, Willie Neiswanger, W. Colocho, C. Emma +6 more
2022arXiv.org3 citations Open access
Semantic Scholar

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