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Atomic and Laser Physics
Credit: Jack Hobhouse

Dr. Andreas Dopp

Visitor

Research theme

  • Accelerator physics
  • Lasers and high energy density science
  • Plasma physics

Sub department

  • Atomic and Laser Physics

Research groups

  • Laser fusion and extreme field physics
www.pulse.physik.uni-muenchen.de
cala-laser.de
  • About
  • Publications

About me

I am a research group leader at the Petawatt Physics Laboratory (PULSE) of the Centre for Advanced Laser Applications in Munich, Germany. As a visitor at the atomic and laser physics section, I am working together with the laser fusion and extreme field physics group led by Prof. Peter Norreys on the development of a novel hyperspectral phase detector. In this context I also act as co-supervisor for Mr. Sunny Howard's PhD.

Research Interests

I am interested in extreme light-matter interactions and have worked for a decade on laser-plasma acceleration and secondary radiation sources. My group is investigating data-driven approaches to laser-plasma physics, among others using Bayesian optimization and deep compressed sensing for advanced control and characterization. See our recent review paper for more information on this rapidly evolving research field.

Research interests

Laser-plasma acceleration
Optics
Machine Learning

Selected publications

Multi-objective and multi-fidelity Bayesian optimization of laser-plasma acceleration

Phys. Rev. Research 5, 013063 (2023)
F. Irshad, S. Karsch, and A. Döpp

Data-driven Science and Machine Learning Methods in Laser-Plasma Physics

arXiv:2212.00026 (2022)
A. Döpp, C. Eberle, S, Howard, F. Irshad, J. Lin, M. Streeter

Stable and High-Quality Electron Beams from Staged Laser and Plasma Wakefield Accelerators

Phys. Rev. X 12, 041016 (2022)
F. M. Foerster, A. Döpp et al.
See all publications

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