Adaptive and Safe Bayesian Optimization in High Dimensions via One-Dimensional Subspaces. - Johannes Kirschner; Mojmir Mutny; Nicole Hiller; Rasmus Ischebeck; Andreas Krause 001 (ICML, 2019)

Tuning Particle Accelerators with Safety Constraints using Bayesian Optimization. - Johannes Kirschner; Mojmír Mutný; Andreas Krause 001; Jaime Coello de Portugal; Nicole Hiller; Jochem Snuverink (CoRR, 2022)