Anlei Wei

Soil carbon and inundation regimes jointly regulate denitrification potential in restored riverine floodplains

Denitrification plays a key role in nitrogen removal in restored floodplains, yet the relative importance of inundation regimes, hydrogeomorphic setting, and soil properties remains uncertain. In this study, we evaluated the environmental controls on denitrification potential acr...

When, how long and how much? Interpretable neural networks for time series regression by learning to mask and aggregate

Abstract Time series extrinsic regression (TSER) aims to predict a continuous target variable from an input time series. It arises in domains such as healthcare, finance, environmental monitoring, and engineering, where both accuracy and interpretability are essential. Despite st...