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physics.geo-ph2026
HydroFirn: A numerical model for large-scale multidimensional firn hydrology
Mohammad Afzal Shadab, Surendra Adhikari, C. Max Stevens +4
Observations show the multidimensional dynamics of meltwater and distribution of ice layers in the firn on the Greenland Ice Sheet. However, state-of-the-art large-scale models for…
physics.geo-ph2021★ 6 cited
Investigating Steady Unconfined Groundwater Flow using Physics Informed Neural Networks
Mohammad Afzal Shadab, DingCheng Luo, Yiran Shen +2
A novel deep learning technique called Physics Informed Neural Networks (PINNs) is adapted to study steady groundwater flow in unconfined aquifers. This technique utilizes informat…