Machine Learning for a Heterogeneous Water Modeling Framework

Jonathan M. Frame,Ryoko Araki, Soelem Aafnan Bhuiyan,Tadd Bindas,Jeremy Rapp, Lauren Bolotin, Emily Deardorff, Qiyue Liu,Francisco Haces-Garcia, Mochi Liao,Nels Frazier,Fred L. Ogden

JOURNAL OF THE AMERICAN WATER RESOURCES ASSOCIATION（2025）

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Key words

decision support systems,hydrologic modeling,model ensemble,National Water Model,open-source community model),operational modeling,physics-informed machine learning

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