Academic Staff
Research assistant
Mr Vitaliy Starikov
AutoWell: Automated Well Monitoring and Control
– Unsupervised classification of flow regime features and pattern recognition in Pressure Transient Analysis (PTA) data
Visiting Researcher
Dr Amirsaman Rezaeyan
Optimisation of CO2 emission contribution from reservoir development
PhD students
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
Bertrand Cuesta
Use of Artificial Intelligence to Quantify Geomechanical Uncertainties Induced by Fluid Injection in Subsurface Systems
Athos Nathanail, CDT for Oil and Gas student, cohort 2018
Capturing interpretational uncertainty of depositional environments with Artificial Intelligence
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.
Gleb Shishaev, TPU research project studentship, 2018
Uncertainty quantification of reservoir performance with generative learning
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