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Noise-robust self-supervised learning with frequency-bias decomposition for TBM muck particle size distribution prediction

Guoqiang Huang, Chengjin Qin, Jie Lu, Pengcheng Xia, Haodi Wang, Chengliang Liu

2026Automation in Construction7 citationsDOI

Topics & Concepts

MuckProcess (computing)EngineeringReliability (semiconductor)Weibull distributionArtificial intelligenceIdentification (biology)Noise (video)DecompositionSigmoid functionExcavationMean squared errorParticle sizeEnhanced Data Rates for GSM EvolutionParticle (ecology)Range (aeronautics)Distribution (mathematics)Computer scienceMachine learningAnnotationTraining (meteorology)StatisticsPredictive modellingData miningGeotechnical engineeringTunneling and Rock MechanicsDrilling and Well EngineeringRock Mechanics and Modeling
Noise-robust self-supervised learning with frequency-bias decomposition for TBM muck particle size distribution prediction | Litcius