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Krishu K Thapa

2 accepted papers

2026

ForeSWE: Forecasting Snow-Water Equivalent with an Uncertainty-Aware Attention Model

AAAI 2026technical

Various complex water management decisions are made in snow-dominant watersheds with the knowledge of Snow-Water Equivalent (SWE)---a key measure widely used to estimate the water content of a snowpack. However, forecasting SWE is challenging because SWE is influenced by various factors including to

Cited by 0SourcePDFScholar
2024

Attention-Based Models for Snow-Water Equivalent Prediction

AAAI 2024technical

Snow Water-Equivalent (SWE)—the amount of water available if snowpack is melted—is a key decision variable used by water management agencies to make irrigation, flood control, power generation, and drought management decisions. SWE values vary spatiotemporally—affected by weather, topography, and ot…