Simultaneous reconstruction of emission spectra and anode current dynamics in nanosecond x-ray tubes using attenuation curves

The accurate determination of emission spectra in nanosecond pulsed x-ray tubes is critical for advanced non-destructive testing, high-speed radiography, and dosimetry calculations. In this paper, we propose a novel computational-experimental approach: the basis-pulse decomposition method with kinematic regularization. Instead of reconstructing the spectrum as a set of independent energy bins, the proposed algorithm shifts the search space into the time domain. The integral spectrum is represented as a temporal superposition of instantaneous physical basis spectra, strictly calculated using the known transient voltage waveform, Kramers' law, and models of anode self-absorption and window filtration. To stabilize the solution, we introduce a kinematic regularization operator that penalizes non-physical, instantaneous jumps in the discharge current. This method not only yields a highly accurate, noise-robust emission spectrum but simultaneously extracts the hidden temporal dynamics of the anode current It directly from a single integral attenuation curve.

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Publication Details

Journal
Review of Scientific Instruments
Published
2026-11-01
DOI
https://doi.org/10.1063/5.0349535
Primary Topic
Numerical methods in inverse problems
Type
article
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article

Simultaneous reconstruction of emission spectra and anode current dynamics in nanosecond x-ray tubes using attenuation curves

А.Г. Параскун
Review of Scientific Instruments
Numerical methods in inverse problems
article

Simultaneous reconstruction of emission spectra and anode current dynamics in nanosecond x-ray tubes using attenuation curves

А.Г. Параскун
article en

Abstract

The accurate determination of emission spectra in nanosecond pulsed x-ray tubes is critical for advanced non-destructive testing, high-speed radiography, and dosimetry calculations. In this paper, we propose a novel computational-experimental approach: the basis-pulse decomposition method with kinematic regularization. Instead of reconstructing the spectrum as a set of independent energy bins, the proposed algorithm shifts the search space into the time domain. The integral spectrum is represented as a temporal superposition of instantaneous physical basis spectra, strictly calculated using the known transient voltage waveform, Kramers' law, and models of anode self-absorption and window filtration. To stabilize the solution, we introduce a kinematic regularization operator that penalizes non-physical, instantaneous jumps in the discharge current. This method not only yields a highly accurate, noise-robust emission spectrum but simultaneously extracts the hidden temporal dynamics of the anode current It directly from a single integral attenuation curve.

Review of Scientific InstrumentsVol. 97(11)
Lavrentyev Institute of Hydrodynamics (RU)
Openalex Percentile: Top 7%
Numerical methods in inverse problems
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