Sergey Tomin

XFEL Accelerator (MXL) E-mail: sergey.tomin@desy.de

Scientific fields

• Accelerator

Projects

Latest Publications

1. Machine learning for combined scalar and spectral longitudinal phase space reconstruction: Jan Kaiser et al., JACoW Publishing, doi: 10.18429/JACoW-IPAC2023-THPL019
2. Application of Machine Learning in Longitudinal Phase Space Prediction at the European XFEL: Zihan Zhu et al., Proceedings of the 40th International Free Electron Laser Conference (FEL2022), doi: https://indico.jacow.org/event/44/contributions/545/
3. High-Fidelity Prediction of Megapixel Longitudinal Phase-Space Images of Electron Beams Using Encoder-Decoder Neural Networks: J. Zhu et al., Phys. Rev. Applied, doi: https://doi.org/10.1103/PhysRevApplied.16.024005