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Lu Li's Projects

clstm icon clstm

Causality-structured LSTM (source code of "Causality-Structured Deep Learning for Soil Moisture Predictions", Journal of Hydrometeorology)

dataml icon dataml

ML repo for data generation (source code)

fords icon fords

Downscaling meteorological forcing for land surface modeling

hybridhydro icon hybridhydro

Hybrid physical-ML models (source code of "Soil Moisture Forecasting integrating Physical-based Model with Deep Learning", Advanced in Atmospheric Science)

neuralzoo icon neuralzoo

A Repo for Forecasting Meteorological Variables with Main Machine Learning Models.

phydro icon phydro

Physical-constrain hydrology model based multitask learning (source code of "Enforcing Water Balance in Multitask Deep Learning Models for Hydrological Forecasting", Journal of Hydrometeorology)

rfgranger icon rfgranger

Nonlinear Granger causality test based on random forest (source code of "A Causal Inference Model based on Random Forest to identify soil moisture-precipitation feedback", Journal of Hydrometeorology)

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