17 citations · 17 across the 3 of their papers we have counts for
Showing physics.geo-phShow all
2 papers · 1 filter
physics.geo-ph2022★ 17 cited
Probabilistic model-error assessment of deep learning proxies: an application to real-time inversion of borehole electromagnetic measurements
Muzammil Hussain Rammay, Sergey Alyaev, Ahmed H Elsheikh
The advent of fast sensing technologies allows for real-time model updates in many applications where the model parameters are uncertain. Bayesian algorithms, such as ensemble smoo…
physics.geo-ph2021
Ensemble-Based Well Log Interpretation and Uncertainty Quantification for Geosteering
Nazanin Jahani, Joaquin Ambia Garrido, Sergey Alyaev +3
The costs for drilling offshore wells are high and hydrocarbons are often located in complex reservoir formations. To effectively produce from such reservoirs and reduce costs, opt…