A machine learning model trained on non-lasing shots predicts the non-lasing electron bunch profile from generic accelerator parameters, enabling single-shot reconstruction of FEL photon power.
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Virtual Pulse Reconstruction Diagnostic for Single-Shot Measurement of Free Electron Laser Radiation Power
A machine learning model trained on non-lasing shots predicts the non-lasing electron bunch profile from generic accelerator parameters, enabling single-shot reconstruction of FEL photon power.