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Sijie He

2 accepted papers

2022

Learning and Dynamical Models for Sub-seasonal Climate Forecasting: Comparison and Collaboration

AAAI 2022technical

Sub-seasonal forecasting (SSF) is the prediction of key climate variables such as temperature and precipitation on the 2-week to 2-month time horizon. Skillful SSF would have substantial societal value in areas such as agricultural productivity, hydrology and water resource management, and emergency…

2021

Sub-Seasonal Climate Forecasting via Machine Learning: Challenges, Analysis, and Advances

AAAI 2021technical

Sub-seasonal forecasting (SSF) focuses on predicting key variables such as temperature and precipitation on the 2-week to 2-month time scale. Skillful SSF would have immense societal value in such areas as agricultural productivity, water resource management, and emergency planning for extreme weath…

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