Design of Machine Learning-Based Algorithms for Virtualized Diagnostic on SPARC_LAB Accelerator - Latini, Giulia; Chiadroni, Enrica; Mostacci, Andrea; Martinelli, Valentina; Serenellini, Beatrice; Silvi, Gilles Jacopo; Pioli, Stefano (Photonics, 2024)
Keywords: Algorithms; beam diagnostics; Datasets; Digital twins; electron beam; Electron beams; Free electron lasers; Laboratories; Lasers; Learning algorithms; Machine learning; Neural networks; Osteonectin; Particle beams; Performance evaluation; Physics; plasma-based accelerator; Principal components analysis; Python; Radiation; Simulation; Trends; X-ray free electron laser (XFEL)