Can Machine-Learned Summary Statistics Improve Simulation-Based Inference of Uncertain Parameters? A case study in the Upper Colorado River Basin

R Hull, E Leonarduzzi, L De la Fuente… - AGU Fall Meeting …, 2021 -
Computer Science paper Suggest

… Simulation-based inference is a technique to estimate uncertain parameters by comparing outputs of mechanistic models to observed data. Due to the curse of dimensionality, ‘summary …

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