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
4 Pith papers cite this work. Polarity classification is still indexing.
4
Pith papers citing it
representative citing papers
Radial heterogeneity in band gap collapse around swift heavy ion tracks in Al2O3 leads to more pronounced discontinuous damage patterns than models assuming uniform energy transfer to the lattice.
Pre-bunched beams in THz FELs produce stronger harmonics than Gaussian or other profiles, with planar undulators showing more side lobes than helical ones.
A review categorizing nanodosimetric models for radiobiological effectiveness into three classes based on single-target weighting, cluster-pair synergy, and macroscopic fluence approaches.
citing papers explorer
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Effect of radially heterogeneous band gap collapse on formation of swift heavy ion tracks in Al2O3
Radial heterogeneity in band gap collapse around swift heavy ion tracks in Al2O3 leads to more pronounced discontinuous damage patterns than models assuming uniform energy transfer to the lattice.
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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.
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Prediction of biological radiation effects based on ionization clusters (nanodosimetry)
A review categorizing nanodosimetric models for radiobiological effectiveness into three classes based on single-target weighting, cluster-pair synergy, and macroscopic fluence approaches.