Litcius/Paper detail

A hybrid WPD–SSA machine learning transformer for modeling nonlinear dynamics of flow systems

Aliasghar Azma, Yakun Liu, Shahabaldin Rezania

2026Journal of Water Process Engineering57 citationsDOI

Topics & Concepts

Water qualityMean squared errorComputer scienceTransformerMachine learningFuzzy logicNonlinear systemArtificial intelligenceMultivariate statisticsWatershedArtificial neural networkBackpropagationWater flowData miningFuzzy ruleFuzzy control systemSignal processingNoise (video)Water levelPattern recognition (psychology)WaveletHydrological modellingHydrological Forecasting Using AIWater Quality and Pollution AssessmentAquatic Ecosystems and Phytoplankton Dynamics