spectroscopy and scientific instrumentation
物理引导光谱注意力
Physics-guided spectral attentionA deep learning approach that integrates physical constraints into a spectral attention mechanism to improve baseline-free concentration regression from laser absorption spectra. / 一种深度学习方法，通过将物理约束集成到光谱注意力机制中，从激光吸收光谱中实现无基线浓度回归。
- Knowledge type
- 工艺技术
- First proposed or discovered
- Proposer
- Turkey Farm member
- Creator
- 农场主
- Last updated
- 2026-10-23 21:01:34
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Main parameters and performance indicators
spectral attention mechanism: mechanism to focus on relevant spectral featuresphysics-guided: integration of physical laws or constraintsbaseline-free: regression without baseline correctionconcentration regression: predicting concentration from spectra
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Related literature
ranked by community starsPhysics-guided spectral attention for baseline-free concentration regression from laser absorption spectraOpen source
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1 recordsRecord title: Physics-guided spectral attention.
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