12 citations · 13 across the 3 of their papers we have counts for
3 papers
physics.ao-ph2024
Testing NeuralGCM's capability to simulate future heatwaves based on the 2021 Pacific Northwest heatwave event
Shiheng Duan, Jishi Zhang, Céline Bonfils +1
AI-based weather and climate models are emerging as accurate and computationally efficient tools. Beyond weather forecasting, they also show promise to accelerate storyline analyse…
cs.LG2022★ 1 cited
AutoML-based Almond Yield Prediction and Projection in California
Shiheng Duan, Shuaiqi Wu, Erwan Monier +1
Almonds are one of the most lucrative products of California, but are also among the most sensitive to climate change. In order to better understand the relationship between climat…
cs.LG2022★ 12 cited
AutoML-Based Drought Forecast with Meteorological Variables
Shiheng Duan, Xiurui Zhang
A precise forecast for droughts is of considerable value to scientific research, agriculture, and water resource management. With emerging developments of data-driven approaches fo…