Dortmund 2021 – scientific programme
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AKBP: Arbeitskreis Beschleunigerphysik
AKBP 2: New Accelerator Concepts
AKBP 2.7: Talk
Tuesday, March 16, 2021, 15:30–15:45, AKBPa
Optimizing Particle-In-Cell simulations of laser-plasma accelerators — •Laurids Jeppe1, Sören Jalas1, Manuel Kirchen1, and Andreas R. Maier2 — 1Center for Free-Electron Laser Science and Department of Physics, Universität Hamburg — 2Deutsches Elektronen Synchrotron (DESY)
Designing experiments for laser-plasma acceleration via simulations is typically an expensive task due to the complexity of the physics involved. Here, we use the GPU-accelerated, quasi-3D Particle-In-Cell code FBPIC in a boosted frame to reduce the computational cost of such simulations and combine it with Bayesian Optimization to efficiently optimize LPA experiments. This approach is applied to different example cases to show its robustness and flexibility.