Christian Hespe, Jan Kaiser, Jannis Lübsen, Frank Mayet, Matthias Scholz, Annika Eichler, "Data-Driven Feedback Optimization for Particle Accelerator Application." at - Automatisierungstechnik, 2025.
Jannis Luebsen, Annika Eichler, "An Analysis of Safety Guarantees in Multi-Task Bayesian Optimization." arXiv, 2025.
Ryan Roussel, Auralee Edelen, Tobias Boltz, Dylan Kennedy, Zhe Zhang, Fuhao Ji, Xiaobiao Huang, Daniel Ratner, Andrea Garcia, Chenran Xu, Jan Kaiser, Angel Pousa, Annika Eichler, Jannis Lübsen, Natalie Isenberg, Yuan Gao, Nikita Kuklev, Jose Martinez, Brahim Mustapha, Verena Kain, Christopher Mayes, Weijian Lin, Simone Liuzzo, Jason St., Matthew Streeter, Remi Lehe, Willie Neiswanger, "Bayesian Optimization Algorithms for Accelerator Physics." Phys. Rev. Accel. Beams, 2024.
Jannis Lübsen, Christian Hespe, Annika Eichler, "Towards Safe Multi-Task Bayesian Optimization." In the proceedings of Proceedings of the 6th Annual Learning for Dynamics & Control Conference, 2024.
Jannis Lübsen, Maximilian Schütte, Sebastian Schulz, Annika Eichler, "A Safe Bayesian Optimization Algorithm for Tuning the Optical Synchronization System at European XFEL." In the proceedings of 22nd IFAC World Congress, 2023.
Conference proceedings talk at Testing Institute of America 2014 Annual Conference, Los Angeles, CA, USA
Talk at London School of Testing, London, UK
Tutorial at UC-Berkeley Institute for Testing Science, Berkeley, CA, USA
Talk at UC San Francisco, Department of Testing, San Francisco, CA, USA