Multiobjective Bayesian optimization for online accelerator tuning

by Ryan Roussel, Adi Hanuka, Auralee Edelen
Published 2021-06-01

Virtual Diagnostic Suite for Electron Beam Prediction and Control at FACET-II

by Claudio Emma, Auralee Edelen, Adi Hanuka, Brendan O’Shea, Alexander Scheinker
Published 2021-01-01

Machine learning for orders of magnitude speedup in multiobjective optimization of particle accelerator systems

by Auralee Edelen, Nicole Neveu, Matthias Frey, Yannick Huber, Christopher Mayes, Andreas Adelmann
Published 2020-04-01

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

by Ryan Roussel, Juan Pablo Gonzalez-Aguilera, Young-Kee Kim, Eric Wisniewski, Wanming Liu, Philippe Piot, John Power, Adi Hanuka, Auralee Edelen
Published 2021-09-01