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5th ICFA Beam Dynamics Mini-Workshop on Machine Learning for Particle Accelerators
5th ICFA Beam Dynamics Mini-Workshop on Machine Learning for Particle Accelerators

Apr 8 – 11, 2025
CERN
Europe/Zurich timezone

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    • ICFA-ML-2025@cern.ch

    Details for Auralee Edelen

    Author in the following contributions

    • Integrated Denoising for Improved Stabilization of RF Cavities
    • High-Speed Differentiable Simulations as an Enabler for Reinforcement Learning-based FEL Tuning Agents
    • An Integrated Research Infrastructure framework for digital twins of laser-plasma acceleration experiments- 10'+5'
    • Updates to the Xopt/Badger Ecosystem for Advanced Optimization and Online Control
    • ML-Based Multi-Fidelity Model Calibration Toward Precision Control of Electron Beams- 15'+5'
    • Measurement of CSR effects using generative phase space reconstruction- 15'+5'
    • A path to efficient machine learning-based beam diagnostics: complete six-dimensional generative phase space reconstruction without RF deflecting cavity- 15'+5'
    • Harnessing the Power of Gradient-Based Simulations for Multi-Objective Optimization in Particle Accelerators- 15'+5'
    • Progress on Automating Experiments at the Argonne Wakefield Accelerator Using Advanced Bayesian Optimization Algorithms - 15'+5'
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