2 papers
eess.SP2026
Tensor-Based Modal Decomposition and Sparse Sensor Placement for the Brugge Field Simulation Model
D. Samatov, B. Merzlikin, G. Shishaev
Sparse monitoring of reservoir pressure and saturation requires numerical methods that retain gridded structure while reconstructing full fields from few observations. We present a…
stat.AP2025
History Matching under Uncertainty of Geological Scenarios with Implicit Geological Realism Control with Generative Deep Learning and Graph Convolutions
Gleb Shishaev, Vasily Demyanov, Daniel Arnold
The graph-based variational autoencoder represents an architecture that can handle the uncertainty of different geological scenarios, such as depositional or structural, through th…