EAGE digital 2025

Hackathon 1

EAGE digital 2025

Hackathon 1

Hackathon 1

Date Thursday, 27 March

Time 09:30 – 13:30 GMT

Innovate with Geoscience Co-Pilot Systems

Anna Dubovik Head of Subsurface AI, WAIW

Kira Dickey Manager of Innovation Science, ThinkOnward

Description

For participants with data science and programming experience, this task challenges you to build your own Retrieval-Augmented Generation (RAG) system for geological document analysis. We will provide a comprehensive set of geological documents, a CSV file containing test questions, a baseline Jupyter notebook to start from, and OpenAI API access. Your challenge is to develop a system that can correctly answer as many questions as possible about the provided documents.

This task offers hands-on experience with the latest RAG techniques and allows you to apply your programming skills to solve real geological information retrieval challenges. Your solutions could help shape how geologists interact with technical documentation in the future.

Workshop Leaders

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Workshop Schedule

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Why participate?

  • Technical Challenge: Test and expand your RAG development skills with real geological content
  • Complete Resource Package: Access to documents, starter code, and OpenAI API key provided
  • Practical Application: Create solutions that could transform how geological knowledge is accessed and utilized
  • Competitive Scoring: Clear, objective scoring system based on answer accuracy

Submission Requirements:

  • A CSV file containing your system’s answers to all test questions
  • Reproducible code (Jupyter notebook or Python script)

Scoring

  • Each correct answer earns one point – simple and transparent!
  • The participant or the team whose system provides the most correct answers wins

What you need to bring?

  • Your Laptop: Bring your own laptop equipped with the necessary software tools to participate in the hackathon tasks.
  • Your Team (Optional): While you can work individually, bringing a team can enhance the brainstorming process and the execution of your ideas.

Location

Sheraton Grand Hotel & Spa

1 Festival Sq, Edinburgh EH3 9SR, Room: Glamis (In the Executive Complex, on level 2)

Workshop Programme

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See all activities

Seize the chance to elevate your skills in digitalization! By registering for one of our workshops, short courses, or field trips, you’ll gain cutting-edge insights, hands-on experience, and connect with industry experts. These activities are crafted to keep you ahead in a rapidly digitalizing world. Don’t wait—take the first step towards mastering the digital transformation!

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Dr-Dominique-Guerillot

Dominique Guérillot

President & CEO TERRA 3E

Prof. Dr Dominique Guérillot, former member of the Executive Committee of IFP and Program Director for the Upstream R&D of Saudi Aramco, he is focusing in Oil and Gas Exploration and Production including Unconventional, CO2 EOR and Carbon storage. After a PhD in Applied Mathematics, he joined IFP in 1982 in the Reservoir Engineering Dpt.

He started his career in the Exploration and Production sector developing Expert system for selecting EOR methods and Advanced Compositional Reservoir Simulators for EOR (CO2 and thermal methods).

In 1985, he began cooperating with geologists and he invented with the Paris School of Mines the first software package integrating reservoir characterization and flow simulations in porous media proposing innovative methods for upscaling absolute permeabilities.

After being the Director of the Geology and Geochemistry (95-01, in 2001, he became member of the Executive Committee of IFP and Managing Director of Exploration and Reservoir Engineering Centre with a total budget of 30 Millions of Euros. Consequently, IFP nominated him as board member of several Exploration and Production subsidiaries of IFP: Beicip-Franlab and RSI in France, IFP MEC in Bahrain, etc. He developed new strategic orientations for the business unit he was in charge modifying its business model to generate revenues based on royalties through the development of several strategic marketed software for IFP.

In 2009, he created a Young Innovative Company (YIC), Terra 3E, in Energy and Environment: http://www.Terra3E.com developing innovative plug-ins in Petrel software among which the first tool for accurate calculations of fluids in place for gas and oil shales and upscaling transmissivities. From 2010 to 2013, he was senior expert for Petrobras, Brazil.

In 2012, he served the European Commission for selecting R&D projects on CO2 Storage. In 2013, Qatar Petroleum called Dominique Guérillot for developing their R&D Centre at the Qatar Sciences and Technology park in Doha, Qatar. He is currently full professor at Texas A&M University in their campus of Qatar.

He published more than 50 full and refereed papers, holds 5 patents, is member of the IJOGCT editorial team, the SPE and EAGE associations, is referee of the Oil & Gas Science and Technology (OGST), and member of the editorial board of the Petroleum Geoscience journal of the Geological Society.

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