GEODE Datathons – Call for Participants
The GEODE consortium is a catalyst for geothermal innovation that brings together members of the geothermal and oil and gas (O&G) sectors to leverage best practices and knowledge from O&G to help expand the use of geothermal energy.
As part of that mission, we are hosting a series of initiatives to facilitate the dissemination of geothermal and O&G knowledge. We want to support the next generation of geothermal experts by offering them opportunities to grow their geothermal know-how. One of the most effective ways to do so is through hands-on experience, so GEODE is launching two Datathons where participants will learn from industry experts by using real, field-case analyses that will explore the areas where geothermal and O&G technologies come together. GEODE is thrilled to invite participants to showcase their data science expertise and problem-solving skills in two innovative Datathons:
Geoscience Datathon
Dive into the world of subsurface data! Participants will analyze geological and geophysical datasets to uncover blind geothermal systems using cutting-edge data science techniques. This challenge encourages creative solutions through advanced feature engineering, predictive modeling, and data visualization strategies.
Engineering Datathon
Tackle the complexities of well testing data! Participants will analyze operational data obtained during extended well tests to infer the flow partition between production zones and improve completion design. This challenge involves synthesizing insights from diverse monitoring methods, including micro-seismic, fiber optic, and tracer datasets.
Teams will be evaluated on predictive accuracy, creativity, and actionable insights. Joining one of the GEODE Datathons will bring you:
- Exposure to real industry data
- Access to a series of data science bootcamps to hone your skills
- An opportunity to test and prove your skills through competition
- Opportunities to work with fellow data enthusiasts to solve real-world problems
- A series of great prizes
We are driven by the desire to share knowledge, to use real data to solve a real problem, to elevate your exposure to data science, and to make new professional connections, all while having fun!
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Event Timeline
- Datathon Announcement: January 22nd
- Team Registration Period: January 22nd – February 24th
- Geoscience Pre-Datathon Guide Session with Q&A and Data Release: Week of Feb. 17th
- Engineering Pre-Datathon Guide Session with Q&A and Data Release: Week of Feb. 17th
- Submission Deadline: March 28th
- Final Presentations &Prize Ceremony: April 15th
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The Rules
- U.S.-only Datathons: These Datathons are funded by a U.S. federal grant, so it is required that participants are U.S.-based. Foreign nationals who work and/or study in the country are welcome;
- Team Size: Participants can register individually or as teams. Teams should have no more than five members;
- These Datathons are open to students, young professionals, and anyone interested in expanding their knowledge of geothermal energy;
- Plagiarism Prohibited: Plagiarism will not be tolerated. Learning from existing resources online and using open-source code is accepted, but any case of plagiarism will result in disqualification;
- Frameworks: Participants can only use open-source frameworks;
- Intellectual Property: GEODE and its sponsors make no claim over intellectual property generated during the event. While we do not require it, we encourage participants to share their workflows as open source;
- Social Media Disclosure: By taking part in the event, you agree to allow the GEODE consortium to mention your participation in the event, and to appear in photos and video of the event. Personal information will not be made public without individual consent; and
- Rules: GEODE and the Datathons committee reserve the right to change the rules at any time.
These Datathons are an opportunity to push the boundaries of geothermal innovation. We encourage participants to embrace creativity, rigor, and collaboration as they work to develop impactful solutions. Unleash your potential and contribute to solving real-world challenges in the geothermal domain. Good luck, and we look forward to your contributions!