most citedA Variational Auto-Encoder for Reservoir Monitoring

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stat.ML2020

Semi Conditional Variational Auto-Encoder for Flow Reconstruction and Uncertainty Quantification from Limited Observations

Kristian Gundersen, Anna Oleynik, Nello Blaser +1

We present a new data-driven model to reconstruct nonlinear flow from spatially sparse observations. The model is a version of a conditional variational auto-encoder (CVAE), which…