42 citations · 44 across the 4 of their papers we have counts for
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cs.LG2026★ 1 cited
AIFL: A Global Daily Streamflow Forecasting Model Using a Deterministic LSTM Pre-trained on ERA5-Land and Fine-tuned on IFS
Maria Luisa Taccari, Kenza Tazi, Oisín M. Morrison +7
Reliable global streamflow forecasting is essential for flood preparedness and water resource management, yet data-driven models often suffer from a performance gap when transition…
cs.LG2022★ 42 cited
Attention U-Net as a surrogate model for groundwater prediction
Maria Luisa Taccari, Jonathan Nuttall, Xiaohui Chen +3
Numerical simulations of groundwater flow are used to analyze and predict the response of an aquifer system to its change in state by approximating the solution of the fundamental…