About Me
I’m currently a research associate at the Institute for Beam Physics and Technology (IBPT), researching on the applications of machine learning methods for particle accelerators.
I have given several tutorials on machine-learning related topics, which can be found here.
Interests
- Accelerator Physics
- Machine Learning
- Bayesian Optimization
- Reinforcement Learning
- Differentiable Programming
Education
Dr. rer. nat. in Physics, summa cum laude, 2024
Karlsruhe Institute of Technology
M.Sc in Physics, 2020
Karlsruhe Institute of Technology
Recent Publications
Find more publications.
(2023).
Bayesian Optimization for SASE Tuning at the European XFEL.
Proc. IPAC'23.
(2023).
Beam trajectory control with lattice-agnostic reinforcement learning.
Proc. IPAC'23.
(2022).
Optimization Studies of Simulated THz Radiation at FLUTE.
Proc. IPAC'22.
(2022).
Surrogate Modelling of the FLUTE Low-Energy Section.
Proc. IPAC'22.
(2022).
Transverse and Longitudinal Modulation of Photoinjection Pulses at FLUTE.
Proc. IPAC'22.