Open Projects at the ICS

Control of an interferometric phase and amplitude detector at DESY (M) | Annika Eichler

Nonlinear System Identification via Koopman Lifting Functions for Wind Turbines (M) | Bindu Sharan

Evaluation of Narrow Band Active Noice control frequency tracking adaptation (B) | Andrea Bellandi

Multitask Bayesian Optimization for the Optical Synchronization System at EuXFEL (M/P). | Jannis Lübsen

Comparison of Distributed Game Theory and Distributed MPC Frameworks for Multi-Agent Consensus. | Prima Aditya

Reinforcement Learning for Temperature and Beam Loss Minimisation in the TLD Dump Beamline of European XFEL | Jan Kaiser

Modular Surrogate Modelling of Particle Accelerators | Jan Kaiser

Reinforcement Learning for the Position Feedback at the ARES Linac | Jan Kaiser

Deployment of an Optimisation Framework for Reinforcement Learning to a Particle Accelerator Control Room | Jan Kaiser