DAY ONE TUESDAY 23 NOVEMBER 2021 TECHNICAL PROGRAMME

08:30 - 09:30 Conference, Exhibition and Registration Open 09:30 - 10:00 Keynote Address: Phil Kirk | Harbour Energy AUDITORIUM 10:00 - 10:30 Keynote Address: TotalEnergies Exploration for the Future | Emmanuelle Garinet, TotalEnergies

10:30 - 11:15 | Refreshment Break & Exploring the Exhibition

Exploration: UK Multi-azimuth seismic Machine Learning / Digital A Pressure Cell Summary of the Highly Multi-azimuth Acquisition and High- Mining Data at Scale Using Deep Prospective Central North Sea HPHT resolution Model Building and Imaging Learning 11:15 - 11:45 Domain from Shallow to Deep Reservoir - A Case Chin Hang Lun, CGG Eva Zimmer, Oil & Gas Authority Study from Offshore Morocco Andrew Furber, WesternGeco Revealing the Zechstein Potential of the Improved Imaging Of The Marte Leveraging Supervised Machine Mid North Sea High, UK Reservoir With A Multi Azimuth Q-FWI Learning for Rapid Lithology Prediction 11:45 - 12:15 Neil Hurst, ION Model Rebecca Head, John Northall, BP HALL 1 HALL 2 HALL 3 Characterising Basement and Calibrating A Novel and Efficient Multi-azimuth Petrographic Thin Section Analysis with Thermal History to Further the Towed-streamer Solution to Address Machine Learning Understanding of Systems in Complex Illumination Challenges, Edward Jarvis, CGG 12:15 - 12:45 the Faroe-Shetland Basin Established in the Viking Graben, North Julian Moore, Applied Petroleum Sea Technology Julien Oukili, PGS

12:45 - 13:45 | Lunch & Exploring the Exhibition

Exploration: UK OBN Energy Transition: CCUS The Ossian “Spur and Groove”: A Buried Reducing Structural Uncertainty in the Challenges for CCS - Applying Field Variscan Landscape Central North Sea with OBN Data Development Principles to Optimise Site 13:45 - 14:15 Phil Mollicone, pmoll-seismic Limited Gareth Jones, CGG Selection for CO2 Storage Steve Knabe, Halliburton

Exporting North Sea Geology with the High Resolution Velocity Model Building Digital Pore Scale Assessment of North Sea Core Initiative on Long Offset Ocean Bottom Node Potential Subsurface Carbon Storage 14:15 - 14:45 Kirstie Wright, North Sea Core CIC Data: North Sea, Utsira High Reservoirs Simon Baldock, TGS Ryan L. Payton, Royal Holloway,

HALL 1 HALL 2 University of London HALL 3 The Z2 Haupt Dolomite Play - The Up Understanding the Effect of Ocean- Revisiting Estimates of CO2 Storage and Coming Star of Exploration on The bottom Node Sampling on PP and PS Capacity and Injectivity of the Bunter MNSH Seismic Reservoir Monitoring in the Sandstone in the UK Southern North Sea 14:45 - 15:15 Peter Browning-Stamp, Ardent Oil North Sea Bob Harrison, SI Ltd Francesca Twynam, WesternGeco

15:15 - 16:00 | Refreshment Break & Exploring the Exhibition

Exploration: Africa OBN Reservoir Geology The Brulpadda Discovery and Optimizing Ocean-bottom Node Sand Injectite Fields: North Sea Accelerated Follow-up de-risking in a Acquisition Parameters Using Reserves and a Geological Classification 16:00 - 16:30 Complex Environment Complementary Forward Modelling Andrew Hurst , University of Aberdeen William Gordon Canning, TotalEnergies Mathieu Chapelle, WesternGeco

VENUS: Will a Successful Wildcat Nodes, Streamers and 7 Sources. Using A Mineralogical and Statistical Witness the Birth of a Valuable New the Full Seismic Toolbox to Unravel the Differentiation of Reservoir and Southern African Play? Complexities of the Nordkapp Basin Salt Associated Injected Sandstones in the 16:30 - 17:00 Tony Younis, Impact Oil and Gas Structures South Viking Graben Limited Per Eivind Dhelie, Lundin Energy Graham Petrie, CGG HALL 1 Norway HALL 2 HALL 3

Horn of Africa: The Next Chapter in Its Seismic Interpolation with U-Net and Its Quantifying How Sensitive the Stratigraphic Petroleum Journey Application to OBN Data Architecture of Distributive Fluvial Systems 17:00 - 17:30 Claire Banks, CGG Peng Zhao, CGG Is Towards Changes in Accommodation and Sediment Supply Swiad Sneider, University of Aberdeen

17:30 - 19:30 | Exhibition Networking Evening

This programme is subject to change. DAY TWO WEDNESDAY 24 NOVEMBER 2021 TECHNICAL PROGRAMME

08:30 - 09:00 Conference, Exhibition and Registration Open 09:00 - 09:30 Keynote Address: Sophie Zurquiyah, CGG AUDITORIUM

Digital Seismic Sources Exploration: The Future Experimentation To Create Value: A Case Single Sub-Array Sources in Marine Global Exploration Performance 2016 - Study Using TensorFlow and XGBoost Seismic Acquisition 2021 and Implications for the Future of 09:30 - 10:00 for Shear Log Prediction James Wallace, Polarcus High Impact Exploration Samuel Eckford, Summit E&P Ltd. Graeme Bagley, Westwood

Future Explortion Workflows Using Improved Velocity Model Building with Making the Most of the Next Phase of

Machine Learning HALL 1 Low-frequency Source Data HALL 2 with Cloud- HALL 3 10:00 - 10:30 Daniel Stoddart, Earth Science John Brittan, ION Based Seismic Data Analytics Karyna Rodriguez, Searcher

10:30 - 11:15 | Refreshment Break & Exploring the Exhibition

Machine Learning / Digital Imaging Exploration: Atlantic Margins Deep Reinforcement Learning for Rays to Waves: Wave-equation Based Deep Water Reservoirs - Guyana & Random Noise Attenuation Model Building and Imaging in the Suriname 11:15 - 11:45 Ross O’Driscoll, ION Central North Sea Bryan Cronin, Pawel Dubiel, CGG Seismic Processing Parameter Mining – Waveform Inversion Methodology for The Hunt for the Next Superbasin on the 11:45 - 12:15 Can the Past Help Us? Deep Structural Imaging Offshore Norway Unexplored Margins of Gondwana Tony Martin, PGS Jeet Singh, ION Edward Prescott, Impact Oil & Gas HALL 1 HALL 2 HALL 3 Cost-Effective High-Resolution Reservoir Resolving Complex Imaging Problems Providing a Regional Understanding Property Modeling Using Physics-Based Using Time-Lag FWI for Exploration in the West African 12:15 - 12:45 Deep Machine Learning Paolo Gabrielli, CGG Transform Margin Pavel Didenko, CGG Avril Burrell, PGS

12:45 - 13:45 | Lunch & Exploring the Exhibition

Collaboration Showcase | Keynote Address: Energy Futures – A Low Carbon, Sustainable Earth? 13:45 - 14:15 AUDITORIUM Jon Gluyas, Durham

Reservoir Geology Source Rocks Fluids in Africa & Rocks on Mars Multi-proxy Sedimentary Provenance De-risking Source Rock and An Intergated Approach to Resolving Approaches to Unravelling Complex Hydrocarbon Potential Offshore Different Petroleum Types in Stacked 14:15 - 14:45 Sand Dispersal Histories; Examples from Northwest Africa’s Atlantic Margin Reservoirs the Black Sea and Barents Shelf David Contreras, TGS Mike Fawcett, Petrophase Stephen Vincent, CASP A Re-evaluation of the Biostratigraphy, Exploring for Source Rock in the The Hero in Jezero: Percy’s Adventures

Provenance and Sedimentology of the HALL 1 Ultra-deep-waters of Gabon Using a HALL 2 in a 4Ga Clastic Delta HALL 3 14:45 - 15:15 Skagerrak Formation CNS: Results from Combination of Seismic Stratigraphy and Neil Hodgson, Searcher the Triassic Joint Industry Project AVO Attributes Adrian Hartley, University of Aberdeen Javier Martin, CGG

15:15 - 16:00 | Refreshment Break & Exploring the Exhibition

Energy Transition Imaging Exploration: Africa Geoscientists for the Energy Transition Fulfilling the Full Resolution of Source- Exploring for Deep-water Clastic Plays in Worldwide – a New UK Leadership over-streamer Data in the Barents Sea Offshore Mozambique Channel 16:00 - 16:30 Initiative through FWI Imaging Deepak Rathee, Jonathan Redfern, University of Paul Fallon, CGG Manchester Quantifying Greenhouse Gas Emissions The Impact of Seismic Reprocessing and Stratigraphic Evolution of the Deepwater for Oil and Gas Assets DHI Frequency Analysis in an Emerging : Spatial and Temporal 16:30 - 17:00 Jason Canning, RPS Energy Tertiary Gas Province, Offshore Morocco Variability of Depositional Environments Robert Fox, Chariot Oil & Gas and Trapping Mechanisms HALL 1 HALL 2 Richard Wild, ASA HALL 3 Unlocking Key Learnings from Global Combining Variable Depth Streamer and Unlocking the Prospectivity of the Analogues for a More Effective Net Multi-sensor Data for Enhanced DAZ Kwanza Shelf, Offshore Angola 17:00 - 17:30 Zero Strategy: Case Studies from the Processing in the Northern Viking Graben Roberto Ruiz, PGS Farnsworth & Vacuum Fields Federico Buriola, CGG Joanna Hansford, C&C Reservoirs

17:30 - 19:30 | PETEX Social Event DAY THREE THURSDAY 25 NOVEMBER 2021 TECHNICAL PROGRAMME

08:30 - 09:00 Conference, Exhibition and Registration Open Keynote Address: Racial diversity in UK geoscience: are we prepared for the future? 09:00 - 09:30 AUDITORIUM Professor Chris Jackson, University of Manchester

Analogues Geophysics Uncertainty & Bias Quantitative Analysis of Sand Injection 3D Surface Related Multiple Attenuation Favourability’: Restoring Lost Complexes from Outcrop Analogues for Land Data Using Least-squares Heterogeneity and Correcting a 09:30 - 10:00 Robert Walthan, University of Multiple Imaging Systematic Bias in our Production Aberdeen Brandon Li, CGG Forecasting Karl Stephen, Heriot Watt University Outcrop Analog Studies as a Tool to Towed Streamer EM: Efficient Mapping Integrating Geology, Rock Physics

Understand Reservoir Development in HALL 1 of sub-surface Resistivity for Resource HALL 2 and Seismic into Realistic Uncertainty HALL 3 10:00 - 10:30 Igneous Rocks, Utsira High, Norwegian Evaluation Quantification Using Serverless Cloud North Sea Lucy MacGregor, OFG Multiphysics Computing Lars Riber, University of Oslo Shervin Rasoulzadeh, CGG

10:30 - 11:15 | Refreshment Break & Exploring the Exhibition

Shaping the Future AUDITORIUM

11:15 - 11:45 Inclusion in Innovation | Michael Deal, ExxonMobil In Conversation with 11:45 - 12:45 Sir Mark Moody Stuart, Carla Riddell (Spirit Energy) & PESGB Young Professionals

12:45 - 13:45 | Lunch & Exploring the Exhibition

Collaboration Showcase | Keynote Address: Sustainable Net Zero 13:45 - 14:15 AUDITORIUM Gioia Falcone, University of Glasgow

Exploration: Insights Reservoir Geology Energy Transition: Geothermal Detachment Faulting, Successive Incision The Influence of Pore-Lining Chlorite in Subsurface Geological Challenges and Controls on Supradetachment Basin Preserving Exceptional Reservoir Quality in for the Development of Geothermal Formation at the Mid-Norwegian Rifted Deeply-Buried, Delta-Front and Delta-Fed 14:15 - 14:45 Resources in Sedimentary Basins Margin Sandstones: Observations and Predictions Saba Keynejad , CGG Julie Linnea Gresseth, Norwegian John Cater, Petrostrat Limited University of Science and Technology Improving Predictability of Changes in Aeolian Facies Distribution in Modern Potential for Geothermally Heated Tide-influenced Channel Morphology HALL 1 and Subsurface Arid Rift Basins HALL 2 Horticulture in HALL 3 14:45 - 15:15 – Implications for Exploration and Sophie Behrendsen, University of Rob Westaway, University of Glasgow Reservoir Analogue Studies Aberdeen Anna van Yperen, University of Oslo

15:15 - 16:00 | Refreshment Break & Exploring the Exhibition

4D UK: Old & New Exploration: International Opportunities Finding the Sweet Spot? Choosing the Old Field, New Tricks: Alwyn OBN & 2GR Hydrocarbon Exploration Potential in Right Seismic Monitoring Strategy for Integration Ecuador, Colombia, and Venezuela. 16:00 - 16:30 Your Field Arindam Mitra, TotalEnergies Where to Go and Why? C. Leone, WesternGeco Andres Mesa, Independent Exploration Consultant Locating the Remaining Oil by a Novel Unlocking Fracture Prediction on the Chasing Missed Opportunities in a Hybrid Data-Driven Physics-Compliant Clair Field: The Value of Integrating Ultra Mature Basin Technique, Under 4D Seismic Constraints 16:30 - 17:00 High Density Seismic with Pioneering Ben Dewhirst, Echo Energy - A North Sea Case Study Well and Production Data

Laurent Alessio, LEAP Energy Partners HALL 1 Dan Davies, BP HALL 2 HALL 3 Sdn Bhd Improved Reservoir Monitoring with PP & Blackrock Operations Geology: Potential Oil and Gas Opportunities PS Time-lapse Imaging Utilising Up/Down Delivering a Successful Well in Complex Offshore Montenegro 17:00 - 17:30 Deconvolution: An OBC Case Study from Lithologies Dennis Anestoudis, Energean the Edvard Grieg Field, North Sea Richard Smout, Siccar Point Energy Francesca Twynam, WesternGeco

17:30 | End of Conference

Technical Programme Sponsor