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Session No. 190: T53. Generative Artificial Intelligence and Other AI-Assistants in Geosciences - Today and in the Near Future
Session Chairs:
James Ogg, Harvey Thorleifson, Yitian Xiao, Michael Stephenson
Description:
Generative artificial intelligence and other AI-assistants are rapidlyreshape how geoscientific information is represented, analyzed, and integrated with traditional Earth-science methodologies. Contributions are invited that explore theoretical foundations, practical applications and what is on the horizon.
Presentations
| Paper No. | Title | Presenting Author | Start Time | End Time | Item Duration (min) | Action | 190-1 | OneEarth: Earth Systems Analysis as a Fundamental Prerequisite for Next Generation AI Models | Richard Chuchla | 08:00 AM | 08:20 AM | 20 min | View | 190-2 | AI for GeoDummies: Enhancing Geoscience Workflows with Accessible Artificial Intelligence(Special Session: Generative Artificial Intelligence) | Nancy House | 08:20 AM | 08:35 AM | 15 min | View | 190-3 | What I Learned Teaching Geoscience With AI | Richard Ashmore | 08:35 AM | 08:50 AM | 15 min | View | 190-4 | Evaluating Agentic AI for Reproducible Shale Gas Analytics: Independent Workflow Reconstruction with VibeResearch and Claude Code | Yitian Xiao | 08:50 AM | 09:05 AM | 15 min | View | 190-5 | Evaluating Cross-Well Generalization for Subsurface Pore Pressure Prediction Using Explainable Machine Learning | Ramyashree | 09:05 AM | 09:20 AM | 15 min | View | 190-6 | A Multi-Basin Open-Source Benchmark Comparing Physics-Informed and Conditional Tabular Generative Adversarial Network Synthetic Well Log Generators under Bayesian Optimization | Tiago Monteiro | 09:20 AM | 09:35 AM | 15 min | View | 190-7 | Explainable GeoAI Framework for Landslide Prediction and Decision Support | Sushant Singh | 09:35 AM | 09:50 AM | 15 min | View | 190-8 | Developing a Domain-Specific Large Language Model (LLM) for the Spanish Peaks in South-central Colorado | Brian Penn | 09:50 AM | 10:05 AM | 15 min | View | 190-9 | Evaluating AI-Assisted Vibe Coding in Hydrologic Sciences | Arianna Gregg | 10:05 AM | 10:20 AM | 15 min | View | Abstract 17954 Withdrawn. | 10:20 AM | 10:35 AM | 15 min | 190-11 | LEVERAGING ARTIFICIAL INTELLIGENCE IN HYDROLOGY TO PROCESS CITIZEN SCIENCE PHOTOS OF WATER LEVELS | Chris Lowry | 10:35 AM | 10:50 AM | 15 min | View |
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Generative Artificial Intelligence and Other AI-Assistants in Geosciences - Today and in the Near Future
Description
Date and Time: Tuesday, 13 October - 8:00 AM (Mountain Time (US & Canada))
Room: CCC, Bluebird Ballroom 3E
Session Type: Topical Sessions
Session Format: Oral
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