Multi-gauge Hydrological Variational Data Assimilation: Regionalization Learning with Spatial Gradients using Multilayer Perceptron and Bayesian-Guided Multivariate Regression. - Ngo Nghi Truyen Huynh; Pierre-André Garambois; François Colleoni; Benjamin Renard; Hélène Roux (CoRR, 2023)

Learning Regionalization within a Differentiable High-Resolution Hydrological Model using Accurate Spatial Cost Gradients. - Ngo Nghi Truyen Huynh; Pierre-André Garambois; François Colleoni; Benjamin Renard; Hélène Roux; Julie Demargne; Pierre Javelle (CoRR, 2023)