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    Annika Eichler

    • Teams
      • Accelerators
      • Astroparticle Physics
      • Information Technology
      • Particle physics
      • Photon Science
      • European XFEL
      • Structural Biology
      • Materials

    Senior Researcher
    Group MSK (Maschine Beam Control)
    Tel. 4041
    E-mail: annika.eichler@desy.de

    Scientific fields

    • Accelerator

    Projects

    • acclaim
    • amalea
    • Autonomous Accelerator
    • hir3x
    • Intelligent Process Controls

    Latest Publications

    1. Bridging the gap between machine learning and particle accelerator physics with high-speed, differentiable simulations: Jan Kaiser et al., Phys. Rev. Accel. Beams, doi: 10.1103/PhysRevAccelBeams.27.054601
    2. Large Language Models for Human-Machine Collaborative Particle Accelerator Tuning through Natural Language: Jan Kaiser et al., arXiv, doi: 10.48550/arXiv.2405.08888
    3. Learning to Do or Learning While Doing: Reinforcement Learning and Bayesian Optimisation for Online Continuous Tuning: Jan Kaiser et al., arXiv, doi: 10.48550/arXiv.2306.03739
    4. Predictive Maintenance for the Optical Synchronization System of the European XFEL: A Systematic Literature Survey: Arne Grünhagen et al., BTW2023 - Datenbanksysteme für Business, Technologie und Web, doi: 10.18420/BTW2023-70
    5. Anomaly detection at the European X-ray Free Electron Laser using a parity-space-based method: Annika Eichler et al., Physical Review Accelerators and Beams, doi: 10.1103/PhysRevAccelBeams.26.012801
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