Thesis, Lectures, and Technical Reports
- 2017 | PhD dissertation: Advanced Techniques for Closed-Loop Reservoir Optimization under Uncertainty.
- 2011 | MS thesis: History matching production data with truncated SVD parameterization.
- 2012 | (Report) Applying Machine Learning Algorithms to Oil Reservoir Production Optimization.
- 2012 | Lecture notes: Calculating Sensitivity Coefficients in Gradient-based History Matching.
Data Sets
- 2016 | Computational reservoir simulation models for the paper "A general method to select representative models for decision making and optimization under uncertainty".
- 2015 | Computational reservoir simulation models for the paper "Closed-loop field development under uncertainty by use of optimization with sample validation".
- 2014 | Computational reservoir simulation models for the paper "History matching production data and uncertainty assessment with an efficient TSVD parameterization algorithm".