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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
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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
Applied Dynamic Well Modeling & Simulation
This advanced workshop dives into dynamic well modeling and simulation techniques to optimize oil and gas well performance under transient flow conditions. Participants will learn to predict, diagnose, and mitigate operational challenges using state-of-the-art numerical models and real-time data integration.Key Topics:Fundamentals of Dynamic Well ModelingApplications in Drilling & ProductionAdvanced Tools & Case Studies