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Solar irradiance separation with deep learning: An interpretable multi-task and physically constrained model based on individual–interactive features

Mengmeng Song, Dazhi Yang, Bai Liu, Disong Fu, Hongrong Shi, Xiangao Xia, Martin János Mayer

2025Solar Energy5 citationsDOI

Topics & Concepts

IrradianceTask (project management)Computer scienceSeparation (statistics)Solar irradianceArtificial intelligenceDeep learningEnvironmental scienceMachine learningAtmospheric sciencesGeologyOpticsPhysicsManagementEconomicsSolar Radiation and PhotovoltaicsPhotovoltaic System Optimization TechniquesSolar Thermal and Photovoltaic Systems
Solar irradiance separation with deep learning: An interpretable multi-task and physically constrained model based on individual–interactive features | Litcius