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Publications
Discover our latest research, technical papers, and contributions to the field of reservoir engineering and AI.
2025
Accelerating Infill Well Location Optimization Through Hybrid Machine Learning Reservoir Analysis
A Systematic Approach to Reservoir Health and Field Development Planning Optimization
Hybrid Neural Networks for Production Rate Forecast in Unconventional Reservoirs
Enhanced Characterization of Heptanes Plus Fraction in Crude Oil Using Machine Learning Techniques
Integration of artificial neural network and fast marching method for rate prediction in unconventional reservoir
2024
A Comprehensive Review of Machine Learning Application to Flash Calculations in Compositional Reservoir Simulators
Hybrid machine learning framework for multi-well trajectory optimization in an unconventional field
A Hybrid Machine Learning Workflow for CO2 Huff-n-Puff
A Data-Driven Approach to Optimize WAG Injection in a Large Carbonate Field
A Hybrid Machine Learning Workflow for CO2 Huff-n-Puff
2023
A Hybrid Model Approach to EOR Polymer Injection Pattern Ranking in a Mature Waterflood Field in South Oman
Machine learning assisted well placement optimization
A Comprehensive Analysis of Data Driven Techniques to Quantify Injector Producer Relationships
A novel approach to combine models to evaluate interwell connectivity in a waterflooded reservoir
A Hybrid Neural Workflow for Optimal Water-Alternating-Gas Flooding
2020