High-fidelity Prediction of Megapixel Longitudinal Phase-space Images of
Electron Beams using Encoder-Decoder Neural Networks

High-fidelity Prediction of Megapixel Longitudinal Phase-space Images of Electron Beams using Encoder-Decoder Neural Networks

25 January 2021

Jun Zhu

Papers citing "High-fidelity Prediction of Megapixel Longitudinal Phase-space Images of Electron Beams using Encoder-Decoder Neural Networks"

4 / 4 papers shown

Title
Cheetah: Bridging the Gap Between Machine Learning and Particle Accelerator Physics with High-Speed, Differentiable Simulations Jan Kaiser Chenran Xu Annika Eichler Andrea Santamaria Garcia 21 7 0 11 Jan 2024
Physics-constrained 3D Convolutional Neural Networks for Electrodynamics A. Scheinker R. Pokharel 32 15 0 31 Jan 2023
Mixed Diagnostics for Longitudinal Properties of Electron Bunches in a Free-Electron Laser J. Zhu N. Lockmann M. Czwalinna H. Schlarb 13 5 0 15 Jan 2022
Adaptive Machine Learning for Time-Varying Systems: Low Dimensional Latent Space Tuning A. Scheinker AI4CE 37 30 0 13 Jul 2021