1.1k citations · 3.6k across the 15 of their papers we have counts for
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Bathymetry Inversion using a Deep-Learning-Based Surrogate for Shallow Water Equations Solvers
Xiaofeng Liu, Yalan Song, Chaopeng Shen
River bathymetry is critical for many aspects of water resources management. We propose and demonstrate a bathymetry inversion method using a deep-learning-based surrogate for shal…
A Robust Statistical Analysis of the Role of Hydropower on the System Electricity Price and Price Volatility
Olukunle O. Owolabi, Kathryn Lawson, Sanhita Sengupta +5
Hydroelectric power (hydropower) is unique in that it can function as both a conventional source of electricity and as backup storage (pumped hydroelectric storage) for providing e…
Differentiable, learnable, regionalized process-based models with physical outputs can approach state-of-the-art hydrologic prediction accuracy
Dapeng Feng, Jiangtao Liu, Kathryn Lawson +1
Predictions of hydrologic variables across the entire water cycle have significant value for water resource management as well as downstream applications such as ecosystem and wate…