Concepedia

Jan Kaiser

JK

4

Publications

115

Citations

4

H-Index

2019

Active since

Affiliations

Deutsches Elektronen-Synchrotron DESY(Current)

Hamburg University of Technology

Karlsruhe Institute of Technology

Universität Hamburg

Jan Kaiser is an author at Deutsches Elektronen-Synchrotron DESY specializing in accelerator physics, engineering, and particle physics.

Top concepts

EngineeringAccelerator PhysicsComputer ScienceMachine LearningParticle PhysicsModeling And SimulationPhysicsSimulationApplied PhysicsInstrumentation

Publications per year

2019–2024

4

Publications

4

Bayesian optimization algorithms for accelerator physics

Ryan Roussel, Auralee Edelen, Tobias Boltz et al. · Physical Review Accelerators and Beams · 2024 · 50 citations · Full text

Large-scale Global Optimization, Engineering, Machine Learning +18

Combined zero degree structure beam dynamics and applications

U. Ratzinger, Hendrik Hähnel, R. Tiede et al. · Physical Review Accelerators and Beams · 2019 · 23 citations · Full text

Quasiperiodic Structure, Triplet Lens, Engineering +14

Bridging the gap between machine learning and particle accelerator physics with high-speed, differentiable simulations

Jan Kaiser, Chenran Xu, Annika Eichler et al. · Physical Review Accelerators and Beams · 2024 · 22 citations · Full text

Engineering, Machine Learning, Machine Learning Tool +16

Reinforcement learning-trained optimisers and Bayesian optimisation for online particle accelerator tuning

Jan Kaiser, Chenran Xu, Annika Eichler et al. · Scientific Reports · 2024 · 20 citations · Full text

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