Academic Staff
Research assistants
Mr Vitaliy Starikov – Dubai campus
AutoWell: Automated Well Monitoring and Control
– Unsupervised classification of flow regime features and pattern recognition in Pressure Transient Analysis (PTA) data
AI Methane Tracker – Geospatial intelligence to detect and specify methane emissions worldwide
Dr Roman Baishev – Dubai campus
- Geosteering under Geological Uncertainty – industry funded project.
Dr Farah Rabbie,
PhD project: Uncertainty Quantification of Geomechanically sensitive Reservoirs Using Physics
Infused Machine Learning within Uncertainty quantification for the simulation of reservoir geomechanics and flow using machine learning JIP.
PhD students
Bertrand Cuesta
Use of Artificial Intelligence to Quantify Geomechanical Uncertainties Induced by Fluid Injection in Subsurface Systems
Mr Tommy (Tomiwa) Aderemi
PhD project: Prediction of long-term thermal and hydraulic behaviour of flooded coal mines for low-enthalpy geothermal with associated geomechanical response in thermal energy storage applications.
Mr Kyle Urquhart
PhD project: Modelling natural H2 migration with Agent Based modelling (sponsored by H2Au and BGS)
Mr Victor Hugo Proenca Souza
PhD Project: Generative AI for UQ and dynamic data integration for carbonate fields. (sponsored by Petrobras)
Alumni
Gleb Shishaev
Uncertainty quantification of reservoir performance with generative learning
Quentin Corlay, CDT for Oil and Gas student, cohort 2018
Enhanced automatic seismic interpretation using Machine Learning applied to turbidite fan detection in 3D seismic data
Athos Nathanail, CDT for Oil and Gas student, cohort 2018
Capturing interpretational uncertainty of depositional environments with Artificial Intelligence
Chao Sun, CDT for Oil and Gas student, cohort 2018
An artificial Intelligence approach to revisit History Matching with GAN reconstruction of physics based depositional models.
Affiliated academics (co-supervisors)
Dr Helen Lewis (co-supervisor for Bastian Steffens, Bertrand Cuesta)
Dr Andy Gardiner (co-supervisor for Athos Nathanail)
Dr Zeinab Smiley, external research on radiometric data geological mapping