Combining a physics-informed broad learning system and multimodal spectral fusion for accurate analysis of chromium speciation in tailings

A novel analytical framework is presented that combines a physics-informed broad learning system network (PI-BLS-Net) with multimodal spectral fusion to enable rapid, low-cost, and interpretable chromium speciation in industrial tailings.

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Publication Details

Journal
Journal of Analytical Atomic Spectrometry
Published
2025-12-03
DOI
https://doi.org/10.1039/d5ja00383k
Primary Topic
Tailings Management and Properties
Type
article
Field-Weighted Citation Impact
0.00
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article

Combining a physics-informed broad learning system and multimodal spectral fusion for accurate analysis of chromium speciation in tailings

Shubin Lyu, Qingya Wang, Fusheng Li, Huijuan Zou
Journal of Analytical Atomic Spectrometry
Tailings Management and Properties
article

Combining a physics-informed broad learning system and multimodal spectral fusion for accurate analysis of chromium speciation in tailings

Shubin Lyu, Qingya Wang, Fusheng Li, Huijuan Zou
article en

Abstract

A novel analytical framework is presented that combines a physics-informed broad learning system network (PI-BLS-Net) with multimodal spectral fusion to enable rapid, low-cost, and interpretable chromium speciation in industrial tailings.

Journal of Analytical Atomic SpectrometryVol. 41(1)
Jiujiang University (CN), University of Electronic Science and Technology of China (CN), Huzhou Normal University (CN), Jiangxi University of Technology (CN), Jiujiang Vocational University (CN), East China University of Technology (CN)
Openalex Percentile: Top 61%
Tailings Management and Properties
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