CYC2025 - International Conference on Cyclotrons and their Applications (Chengdu)

Session

Theory, Models, Simulations and AI Applications in Cyclotron (2)

TS

28 Oct 2025, 10:20

InterContinental Chengdu Global Center

Conveners

Theory, Models, Simulations and AI Applications in Cyclotron (2): Session TUB

• Andreas Adelmann (Paul Scherrer Institute)

83. Reinforcement Learning for Real-Time Cyclotron Tuning: Results from the Injector 2 Experiment at PSI (TUBI01)

Dr Malek Haj Tahar (TRANSMUTEX)

28/10/2025, 10:20

Theory, Models, Simulations and AI Applications in Cyclotrons

Invited Oral Presentation

Achieving reliable, fast, and reproducible cyclotron tuning remains a key operational challenge as accelerators move towards increasingly complex beam configurations and higher intensities. To address this, we conducted a two-week experimental campaign at PSI Injector 2 to evaluate the feasibility of applying reinforcement learning (RL) for real-time beam optimization. These experiments...

206. FETS-FFA Project at RAL, UK (TUBI02)

Dr Jean-Baptiste Lagrange (Science and Technology Facilities Council)

28/10/2025, 10:50

FFAs and New Projects

Invited Oral Presentation

A Fixed Field Alternating gradient (FFA) accelerator is an option as a proton driver for the next generation spallation neutron source (ISIS-II) in the UK. To demonstrate FFA suitability for high intensity operation, a prototype 3-12 MeV proton ring is proposed at RAL using as injector the ISIS Front End Test Stand (FETS). The lattice of this ring, called FETS-FFA, is more similar to a...

79. Design of q/A=1/2 K100 compact cyclotron system for heavy-ion space radiation effects and radiobiology studies (TUBO01)

Jong-Won Kim (Institute for Basic Science)

28/10/2025, 11:20

Cyclotron and Technology

Contributed Oral Presentation

We have designed a q/A=1/2 K100 cyclotron for various applications including the production of medical isotopes and neutrons using high-intensity H2+, D+, He2+ ions at the maximum energy of 25 MeV/u. In addition, with acceleration of fully charge-stripped light heavy ions such as 14N7+, 36Ar18+, we plan to study space radiation effects on semiconductor chips and precision radiobiology by using...

234. Machine Learning Applications in Large-Scale Accelerators (TUBO02)

Xunye Cai (Institute of Modern Physics, Chinese Academy of Sciences)

28/10/2025, 11:40

Theory, Models, Simulations and AI Applications in Cyclotrons

Contributed Oral Presentation

Improvements in beam power and current for large-scale accelerators place increasingly strict demands on operational stability. Traditional operation-and-maintenance strategies are becoming insufficient to meet these high-availability requirements. Rapid advances in artificial intelligence offer a new technical paradigm for delivering efficient, reliable accelerator operation. In this study,...