Current Projects at ICS

  • {Priyadarshini Mahadevan} (2024). Data Monitoring Cockpit for the Optical Synchronization System of the Eu- XFEL.

  • Gowda, Harshith (2024). Data Driven Model Predictive Control using Gaussian Processes.

  • Harder, Leon (2024). Automated Parameter Estimation for the Optical Synchronization System at European XFEL.

  • Holm, Malte (2024). Controller Tuning using Multi-Task Bayesian Optimization.

  • Shenoy, Sucheth (2024). Exploration of Machine Learning Approaches for Data-Driven Control of Nonlinear Systems using Koopman Operator Theory.

  • Weyer, Philip (2024). Transverse Beam Parameter Control at the ARES Particle Accelerator.