2024

• Bayesian optimization algorithms for accelerator physics
  Roussel, Ryan; Edelen, Auralee L.; Boltz, Tobias; Kennedy, Dylan; Zhang, Zhe; Ji, Fuhao; Huang, Xiaobiao; Ratner, Daniel; Santamaria Garcia, Andrea; Xu, Chenran; Kaiser, Jan; Ferran Pousa, Ángel; Eichler, Annika; Lübsen, Jannis; Isenberg Natalie M.; Gao, Yuan; Kuklev, Nikita; Martinez, Jose; Mustapha, Brahim; Kain, Verena; Mayes, Christopher; Lin, Weijian; Liuzzo, Simone Maria; St. John, Jason; Streeter, Matthew; Lehe, Remi; Neiswanger, Willie
  Physical Review Accelerators and Beams 27 (8): 084801 (2024)
  Open Access | Publisher DOI
• Towards safe multi-task Bayesian optimization
  Lübsen, Jannis; Hespe, Christian; Eichler, Annika
  6th Annual Learning for Dynamics and Control Conference (L4DC 2024)
  

2023

• Safe Multi-Task Bayesian Optimization
  Lübsen, Jannis; Hespe, Christian; Eichler, Annika
  arXiv: 2312.07281 (2023)
  Publisher DOI
• A Safe Bayesian Optimization Algorithm for Tuning the Optical Synchronization System at European XFEL
  Lübsen, Jannis; Schütte, Maximilian; Schulz, Sebastian; Eichler, Annika
  IFAC-PapersOnLine 56 (2): 3079-3085 (2023)
  Open Access | Publisher DOI