1. Nonlinearly constrained life-cycle production optimization with a least-squares support-vector regression proxy;Almasov,2022
2. Life-cycle optimization of the carbon dioxide huff-n-puff process in an unconventional oil reservoir using least-squares support vector and Gaussian process regression proxies;Almasov;SPE Journal,2021
3. Life-cycle production optimization of the CO2-water-alternating-gas injection process using least-squares support-vector regression (LS-SVR) Proxy;Almasov,2022
4. Deep learning-based and kernel-based proxy models for nonlinearly constrained life-cycle production optimization;Atadeger,2023
5. Deep learning-based proxy models to simulate subsurface flow of three-dimensional reservoir systems;Atadeger,2022