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Hybrid 1D-CNN and attention-based Bi-GRU neural networks for predicting moisture content of sand gravel using NIR spectroscopy

Quan Yuan, Jiajun Wang, Mingwei Zheng, Xiaoling Wang

2022Construction and Building Materials46 citationsDOI

Topics & Concepts

Convolutional neural networkWater contentArtificial neural networkNear-infrared spectroscopyArtificial intelligenceMoisturePattern recognition (psychology)Computer scienceCalibrationSoil scienceRemote sensingEnvironmental scienceGeologyMaterials scienceMathematicsGeotechnical engineeringComposite materialOpticsPhysicsStatisticsMineral Processing and GrindingSpectroscopy Techniques in Biomedical and Chemical ResearchRemote Sensing and LiDAR Applications
Hybrid 1D-CNN and attention-based Bi-GRU neural networks for predicting moisture content of sand gravel using NIR spectroscopy | Litcius