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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
Crude Oil and Water Treatment
This workshop provides a practical overview of crude oil and produced water treatment processes, focusing on methods to ensure product quality, environmental compliance, and operational efficiency. Participants will gain insights into separation techniques, treatment technologies, and challenges associated with handling production fluids in upstream operations.