19 citations · 31 across the 6 of their papers we have counts for
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physics.ao-ph2023
Integrating Fourier Transform and Residual Learning for Arctic Sea Ice Forecasting
Louis Lapp, Sahara Ali, Jianwu Wang
Arctic sea ice plays integral roles in both polar and global environmental systems, notably ecosystems, communities, and economies. As sea ice continues to decline due to climate c…
physics.ao-ph2023★ 9 cited
MT-IceNet -- A Spatial and Multi-Temporal Deep Learning Model for Arctic Sea Ice Forecasting
Sahara Ali, Jianwu Wang
Arctic amplification has altered the climate patterns both regionally and globally, resulting in more frequent and more intense extreme weather events in the past few decades. The…
physics.ao-ph2021★ 19 cited
Sea Ice Forecasting using Attention-based Ensemble LSTM
Sahara Ali, Yiyi Huang, Xin Huang +1
Accurately forecasting Arctic sea ice from subseasonal to seasonal scales has been a major scientific effort with fundamental challenges at play. In addition to physics-based earth…