1 citations · 1 across the 1 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
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…