Jan Kaiser

Jan Kaiser

Deutsches Elektronen-Synchrotron DESY - Hamburg / Germany
Others
AD Scientific Index ID: 5394151
Synchrotron DESY
person_outline Jan Kaiser's MOST POPULAR ARTICLES
1-) Learning-based optimisation of particle accelerators under partial observability without real-world trainingJ Kaiser, O Stein, A EichlerInternational Conference on Machine Learning, 10575-10585, 2022232022
2-) First steps toward an autonomous accelerator, a common project between DESY and KITA Eichler, F Burkart, J Kaiser, W Kuropka, O Stein, E Bründermann, ...Proc. IPAC’21, 2182-2185, 2021202021
3-) Bayesian optimization algorithms for accelerator physicsR Roussel, AL Edelen, T Boltz, D Kennedy, Z Zhang, F Ji, X Huang, ...Physical Review Accelerators and Beams 27 (8), 084801, 202482024
4-) Learning to do or learning while doing: Reinforcement learning and bayesian optimisation for online continuous tuningJ Kaiser, C Xu, A Eichler, AS Garcia, O Stein, E Bründermann, W Kuropka, ...arXiv preprint arXiv:2306.03739, 202392023
5-) Accelerating linear beam dynamics simulations for machine learning applicationsO Stein, J Kaiser, A Eichler, I AgapovProceedings of the 13th International Particle Accelerator Conference, 202282022