Quantifying Uncertainty in Machine Learning Predictions for Seismic Reservoir Characterization with HampsonRussell GeoAI
June 18, 2025 | 9:00 AM CDT
Online
Speaker: Tanya Colwell, Product Manager, HampsonRussell
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Join us for a deep dive into quantifying uncertainty in machine learning predictions for seismic reservoir characterization using HampsonRussell GeoAI. This webinar will explore techniques for assessing prediction confidence, improving model reliability, and making more informed reservoir decisions. Learn how GeoAI enhances interpretation workflows with advanced uncertainty analysis.
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Presenter: Tanya Colwell
Tanya has been with HampsonRussell software for more than 20 years and holds Master Degrees in both Applied Mathematics and Computer Science. As a developer in HampsonRussell, she worked in various on AVO, Emerge, ProMC and other seismic characterization products. Now, she develops product strategies, oversees software development directions, and studies market trends. With a passion for science in traditional reservoir characterization and newer machine learning methods, she often interacts with clients and provides technical education for a worldwide audience.