• Geosteering under geological uncertainty, Roman Baishev, et.al.
  AAPG Decision Based Integrated Reservoir Modelling 2025
• GEO DATA SCIENCE & UNCERTAINTY, EAGE 2019
• History Matching and Uncertainty Quantification Of Reservoir Performance With Generative Deep Learning And Graph Convolutions, G. Shishaev
• Machine Learning for capturing uncertainty in facies classification – a North Falkland Basin study, Julie Halotel
• Geostatistical history matching using direct image transformation under geologically consistent perturbation, Eduardo Barrela
• Estimating Scale Deposition through Reservoir History Matching
• Reservoir Modelling with Feature Selection, 2010
• Uncertainty Quantification JIP, Phase II, 2006

Geosteering under geological uncertainty

by Roman Baishev¹, Vasily Demyanov¹, Dan Arnold¹, Urval Patel ², James Mullins ², Serkan Kulaksiz ^2
1Heriot-Watt University, ²Rock Flow Dynamics​

GEO DATA SCIENCE & UNCERTAINTY,
EAGE 2019 HWU Exhibition stand

History Matching and Uncertainty Quantification Of Reservoir Performance With Generative Deep Learning And Graph Convolutions, G. Shishaev

Machine Learning for capturing uncertainty in facies classification – a North Falkland Basin study

Julie Halotel, , Dave McCarthy, Vasily Demyanov, Andy Gardiner,
BSRG 2019 Annual General Meeting on behalf of The British Sedimentological Research Group

Geostatistical history matching using direct image transformation under geologically consistent perturbation, Eduardo Barrela

Reservoir Modelling with Feature Selection, 2010
SPE 141510

Estimating Scale Deposition through Reservoir History Matching

Uncertainty Quantification JIP, Phase II, 2006