143 citations · 168 across the 10 of their papers we have counts for
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cs.LG2025★ 1 cited
SolarSeer: Ultrafast and accurate 24-hour solar irradiance forecasts outperforming numerical weather prediction across the USA
Mingliang Bai, Zuliang Fang, Shengyu Tao +14
Accurate 24-hour solar irradiance forecasting is essential for the safe and economic operation of solar photovoltaic systems. Traditional numerical weather prediction (NWP) models…
cs.LG2025
Physics-informed mixture of experts network for interpretable battery degradation trajectory computation amid second-life complexities
Xinghao Huang, Shengyu Tao, Chen Liang +6
Retired electric vehicle batteries offer immense potential to support low-carbon energy systems, but uncertainties in their degradation behavior and data inaccessibilities under se…
cs.LG2024★ 3 cited
Machine Learning-Assisted Sustainable Remanufacturing, Reusing and Recycling for Lithium-ion Batteries
Shengyu Tao
The sustainable utilization of lithium-ion batteries (LIBs) is crucial to the global energy transition and carbon neutrality, yet data scarcity and heterogeneity remain major barri…