Missing photo

Ahmed H. Elsheikh (Group leader)

Education & Biography
- Professor, Heriot-Watt University, UK
- PhD 2007, McMaster University, Canada
Research
- Machine learning
- Multiscale & Mathematical modeling
- Uncertainty Quantification

webpage

Missing photo

Haifa AlSalmi (PhD)

Education & Biography
- Postdoctoral Research Associate, Heriot-Watt University, UK
- PhD, Imperial College London, United Kingdom
Research
- Deep Learning and Image Segmentation
- Signal Analysis and processing
- Computational Geophysics

webpage

Missing photo

Marcos Cirne (PhD)

Education & Biography
- Postdoctoral Research Associate, Heriot-Watt University, UK
- PhD, Universidade Estadual de Campinas, Brazil
Research
- Deep Learning
- Computer Vision
- Reservoir Data Analysisl

webpage

Missing photo

Alhasan Abdellatif (PhD)

Education & Biography
- Postdoctoral Research Associate, Heriot-Watt University, UK
- PhD 2023, Heriot-Watt University, UK
- Master of Science, Advanced Mathematics and Mathematical Engineering, Polytechnic University of Catalonia, Spain
Research
- Generative adversarial networks
- Deep learning and image segmentation
- Kernel Methods

webpage

Missing photo

Chin Tee Ang (MAsc)

Education & Biography
- PhD student, Heriot-Watt University, UK
- Master of Science, 2020, Petroleum Geoscience, Universiti Teknologi Petronas, Malaysia
Research
- Machine learning for seismic interpretation
- Neural network architecture optimization
- Geological realism and constraints

webpage

Missing photo

Sharif Rahman (MAsc)

Education & Biography
- PhD student, Heriot-Watt University, UK
- Master of Science, 2013, Petroleum Geoscience, University of Manchester, UK
Research
- Geophysics
- Deep learning and image super-resolution mapping
- Temporal alignment

webpage

Missing photo

Minghui Ye (B.Eng.)

Education & Biography
- PhD student, Heriot-Watt University, UK
- B.Eng. 2023, Robotics Engineering, Guangzhou University, China
Research
- Reinforcement Learning
- Uncertainty Quantification
- Optimisation and Control

webpage

Former group members

Missing photo

Shing Chan (PhD)

Education & Biography
- Postdoctoral Research Associate, Oxford BigData institute, Oxford University, UK
- PhD 2018, Heriot-Watt University, UK
Research
- Generative adversarial networks
- Machine learning
- Multiscale modeling

webpage

Missing photo

Nagoor J. Kani (PhD)

Education & Biography
- PhD 2018, Heriot-Watt University, UK
- MAsc 2010, Computational science, Linkoping University, Sweden
Research
- Machine learning
- Model Order Reduction

webpage

Missing photo

Muzammil H. Rammay (PhD)

Education & Biography
- Postdoctoral Research Associate, University of Stavanger, Norway
- PhD 2020, Heriot-Watt University, UK
Research
- Uncertainty Quantification
- Reservoir Simulation
- Data assimilation/History Matching

webpage

Missing photo

Atish Dixit (PhD)

Education & Biography
- Postdoctoral Research Associate, The University of Edinburgh, UK
- PhD 2023, Heriot-Watt University, UK
- M.Tech 2017, Mathematical Modeling and Simulation, University of Pune, India
Research
- Reinforcement learning
- Optimization and Control
- Model Order Reduction

webpage

Missing photo

Alexadner Tarakanov (PhD)

Education & Biography
- Associate Professor at Higher School of Economics, Moscow, Russia
- PhD 2017, Texas A&M University, USA
Research
- Bayesian Methods and Experimental design
- Machine learning
- Lattice Boltzmann Methods

webpage

Missing photo

Mosayeb Shams (PhD)

Education & Biography
- PhD, Imperial College London, United Kingdom
Research
- Reinforcement Learning
- Computational Physics
- Optimisation and Control

webpage

Collaborators

  • Mary F. Wheeler, The University of Texas at Austin [webpage]
  • Ibrahim Hoteit, King Abdullah University of Science and Technology [webpage]
  • Christopher Pain, Imperial College London [webpage]
  • Ivan Lunati, Empa - Swiss Federal Laboratories for Materials Science and Technology [webpage]
  • James Irving, University of Lausanne [webpage]
  • Masoud Babaei, University of Manchester [webpage]
  • Florian Doster, Heriot-Watt University [webpage]
  • Sergey Alyaev, NORCE Norwegian Research Centre [webpage]
  • Morteza Haghighat Sefat, Heriot-Watt University [webpage]
  • Corinna Köpke, Fraunhofer Institute for High-Speed Dynamics, Ernst-Mach-Institut EMI [webpage]
  • Laureline Josset, Water Centre at Columbia University [webpage]
  • Andreas Størksen Stordal, NORCE Norwegian Research Centre [webpage]
  • Saeeda AlAmeri, ADNOC Group [webpage]