14 citations · 14 across the 4 of their papers we have counts for
4 papers
Stable Multi-Step Rollouts via Uncertainty-Guided Hybrid Dynamics
Andrei Maalberg, Axel Neumann, Jens Knobloch
Multi-step rollouts are essential for model-based reinforcement learning (RL) and predictive control, yet learned dynamics models often become unstable when recursively applied, le…
KIND: A Kalman-Inspired Adaptive Estimator for SRF Cavity Detuning
Andrei Maalberg, Axel Neumann, Pablo Echevarria +2
Superconducting radio frequency cavities with a high quality factor enable energy-efficient accelerator operation but are very sensitive to mechanical disturbances that detune thei…
Impact of metallographic polishing on the RF properties of Niobium for SRF applications
Oleksandr Hryhorenko, Anne-Marie Valente-Feliciano, David Longuevergne +6
The performance of superconducting radio-frequency (SRF) cavities made of Niobium is tied to the quality of their inner surfaces exposed to the radio frequency (RF) waves. Future s…
Magnetometric Mapping of Superconducting RF Cavities
B. Schmitz, J. Köszegi, K. Alomari +2
A scalable mapping system for superconducting RF cavities is presented. Currently, it combines local temperature measurement with 3D magnetic field mapping along the outer surface…