Publications

2025

Accelerating Infill Well Location Optimization Through Hybrid Machine Learning Reservoir Analysis

View Publication

A Systematic Approach to Reservoir Health and Field Development Planning Optimization

View Publication

Hybrid Neural Networks for Production Rate Forecast in Unconventional Reservoirs

View Publication

Enhanced Characterization of Heptanes Plus Fraction in Crude Oil Using Machine Learning Techniques

View Publication

Integration of artificial neural network and fast marching method for rate prediction in unconventional reservoir

View Publication

2024

A Comprehensive Review of Machine Learning Application to Flash Calculations in Compositional Reservoir Simulators

View Publication

Hybrid machine learning framework for multi-well trajectory optimization in an unconventional field

View Publication

A Hybrid Machine Learning Workflow for CO2 Huff-n-Puff

View Publication

A Data-Driven Approach to Optimize WAG Injection in a Large Carbonate Field

View Publication

A Hybrid Machine Learning Workflow for CO2 Huff-n-Puff

View Publication

2023

A Hybrid Model Approach to EOR Polymer Injection Pattern Ranking in a Mature Waterflood Field in South Oman

View Publication

Machine learning assisted well placement optimization

View Publication

A Comprehensive Analysis of Data Driven Techniques to Quantify Injector Producer Relationships

View Publication

A novel approach to combine models to evaluate interwell connectivity in a waterflooded reservoir with limited injection history

View Publication

A Hybrid Neural Workflow for Optimal Water-Alternating-Gas Flooding

View Publication

2021

Combining Capacitance Resistance Model with Geological Data for Large Reservoirs

View Publication

2020

A New Data Analytics Based Method to Characterize Waterflood Strategy in Geologically Challenging Mature Oil Field

View Publication

On the prediction of gas solubility in brine solutions with single or mixed salts: Applications to gas injection and CO2 capture/sequestration

View Publication

Integration of capacitance resistance model with reservoir simulation

View Publication

2019

A New Continuous Waterflood Operations Optimization for a Mature Oil Field by Using Analytical Workflows that Improve Reservoir Characterization

View Publication

A New Qualitative and Quantitative Analytics Approach on Waterflood Operations Data for Improving Oil Recovery

View Publication