Sarah Trausner
Sarah Trausner completed her Bachelor’s degree in Mathematics and her Master’s degree in Data Science at PLUS. She is currently a PhD student, and her research focuses on segmentation, clustering and forecasting.
Sarah Trausner
Position: Predoc position: (FOCUS)
E-Mail: sarah.trausner@plus.ac.at
Datum Beginn: 01.10.2024
Datum Ende: 30.09.2028
Publikationen
- S. Hirländer, O. Mironova, S. Trausner, L. Grech, L. Fischl, A. Santamaria Garcia: Koopman-Stabilised World Models for Offline Reinforcement Learning in Accelerator Control. (2026) https://doi.org/ https://doi.org/10.18429/JACoW-IPAC2026-WEP6098
- S. Hirländer, K. Björkbom, S. Trausner, O. Mironova, L. Fischl, P. Auer, R. Ortner, V. Kain: Reinforcement Learning Beyond Greedy Optimisation for Accelerator Control with Delayed Consequences. (2026) https://doi.org/https://doi.org/10.18429/JACoW-IPAC2026-WEP6097
- S. Hirländer, O. Mironova, S. Trausner, L. Fischl, T. Gallien, L. Grech: Causal GP-MPC: Where Structure, Safety and Online Learning Come Together for Robust Accelerator Control. (2026) https://doi.org/https://doi.org/10.18429/JACoW-IPAC2026-WEP6096