A survey and benchmark of ~60 PSD algorithms on two radiation datasets finds deep learning models (MLPs and hybrids) often outperform traditional statistical methods, with an open-source Python/MATLAB toolbox and datasets released.
GENESIS 1.3: a fully 3D time - dependent FEL simulation code,
2 Pith papers cite this work. Polarity classification is still indexing.
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Pre-bunched beams in THz FELs produce stronger harmonics than Gaussian or other profiles, with planar undulators showing more side lobes than helical ones.
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Pulse Shape Discrimination Algorithms: Survey and Benchmark
A survey and benchmark of ~60 PSD algorithms on two radiation datasets finds deep learning models (MLPs and hybrids) often outperform traditional statistical methods, with an open-source Python/MATLAB toolbox and datasets released.
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Enhanced Harmonic Generation in Terahertz FELs: Influence of Pre-Bunching and Undulator Geometry on Spectral and Angular Emission
Pre-bunched beams in THz FELs produce stronger harmonics than Gaussian or other profiles, with planar undulators showing more side lobes than helical ones.