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Deep Learning, Scientific Machine Learning and AI for Reservoir & Production Engineering
Saturday, September 19 - Sunday 20, 2026
9:30 PM Indian Time
60 Mins Per Day
Premium Workshop
For PEA Members Only
Take your skills further with deep learning and AI tools built for engineering applications. This workshop covers advanced techniques using Python, TensorFlow, and Keras — applied directly to reservoir and production problems.
Workshop Objectives
Understand deep learning fundamentals and how they differ from classical ML
Build neural network models for reservoir and production data
Use TensorFlow and Keras in a practical engineering context
Apply scientific machine learning methods to physics-based problems
Develop AI-powered workflows for better field performance analysis
About the Presenter
Nashat Jumaah Omar - 12+Years of Experience In Oil & Gas Industry
Premium Workshop
For PEA Members Only
Foundation of SPE PRMS
This foundation workshop teaches you SPE PRMS, the oil and gas industry's standard system for classifying and reporting reserves. You'll learn why hydrocarbons in the ground aren't reserves, why every reserve must be tied to a real project, and how volumes move from discovered to commercial to booked. We use ultra-heavy oil field as a real-world case study to show how it all plays out.Built for engineers, geologists, and finance teams who work with reserves.