28 citations · 29 across the 2 of their papers we have counts for
2 papers
cs.LG2020★ 1 cited
A Variational Auto-Encoder for Reservoir Monitoring
Kristian Gundersen, Seyyed A. Hosseini, Anna Oleynik +1
Carbon dioxide Capture and Storage (CCS) is an important strategy in mitigating anthropogenic CO emissions. In order for CCS to be successful, large quantities of CO must b…
stat.ML2020★ 28 cited
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…