About Me
I’m currently a PhD candidate at the Institute for Beam Physics and Technology (IBPT) at KIT directed by Prof. Anke-Susanne Müller, under the supervision of Andrea Santamaria Garcia.
I have given several tutorials on machine-learning related topics, which can be found here.
Interests
- Accelerator Physics
- Machine Learning
- Bayesian Optimization
- Reinforcement Learning
Education
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.