Data Science for Petroleum Geoscientists
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For PEA Members Only
This session introduces the application of data science in petroleum geoscience, highlighting how advanced analytics and machine learning support exploration and reservoir evaluation. Participants will gain insights into integrating geoscience data with modern computational tools to improve interpretation, reduce uncertainty, and accelerate decision-making.
Webinar Objectives
• Understand the role of data science in exploration and reservoir characterization.
• Review key techniques such as machine learning, pattern recognition, and predictive analytics.
• Examine workflows for integrating geological, geophysical, and petrophysical data.
• Explore practical examples of data-driven approaches in petroleum geoscience.
About the Presenter
The presenter is a skilled professional in geoscience and applied data analytics. Their experience spans both subsurface evaluation and digital technologies, providing a balanced perspective on combining domain knowledge with advanced computational methods for improved outcomes.
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Time : 9 PM Indian Time | Duration : 90 Minutes
Streamlining the Data Stream : Building a Robust Real-Time Data Journey
In modern drilling operations, the speed and quality of your real-time data decides how fast — and how confidently — your team can act. Delays, gaps, and messy data streams still cost operators millions every year in avoidable NPT, rework, and missed decisions.This one-hour session walks through the complete real-time data journey — from acquisition at the rig site to delivery into the hands of subsurface and drilling teams. Through a live demonstration, Rómulo Cuevas will show how a properly configured WITSML pipeline, combined with automated cleaning and mapping, can push clean, high-frequency data into your project environment with updates every few seconds.If your real-time workflow still depends on manual data handling, delayed feeds, or fragmented tools, this session will show you what a modern setup actually looks like — and what it takes to get there.Whether you're a drilling engineer, geologist, or part of a real-time operations team, this webinar will help you streamline your data processes, reduce inefficiencies, and unlock faster insights across your operations.