2 papers
physics.med-ph2025
Genetic algorithm as a tool for detection setup optimisation: SiFi-CC case study
Jonas Kasper, Awal Awal, Ronja Hetzel +5
Objective: Proton therapy is a precision-focused cancer treatment where accurate proton beam range monitoring is critical to ensure effective dose delivery. This can be achieved by…
physics.acc-ph2025
Injection Optimization at Particle Accelerators via Reinforcement Learning: From Simulation to Real-World Application
Awal Awal, Jan Hetzel, Ralf Gebel +1
Optimizing the injection process in particle accelerators is crucial for enhancing beam quality and operational efficiency. This paper presents a framework for utilizing Reinforcem…