papers
Publications (2)
physics.acc-ph2022
Beam Longitudinal Dynamics Simulation Suite BLonD
Helga Timko, Simon Albright, Theodoros Argyropoulos +11
The beam longitudinal dynamics code BLonD has been developed at CERN since 2014 and has become a central tool for longitudinal beam dynamics simulations. In this paper, we present…
physics.acc-ph2026
Reinforcement Learning applied to Optimization of LHC beams in the CERN Proton Synchrotron
Joel Axel Wulff, Alexandre Lasheen
The paper describes using a convolutional neural network and reinforcement‑learning agents to automatically optimize the longitudinal triple‑splitting of proton beams in CERN's Pro…
#beam dynamics#reinforcement learning#rf control#particle accelerator optimization