3 citations · 3 across the 3 of their papers we have counts for
3 papers
cs.NE2021★ 3 cited
Multi-stage, multi-swarm PSO for joint optimization of well placement and control
Ajitabh Kumar
Evolutionary optimization algorithms, including particle swarm optimization (PSO), have been successfully applied in oil industry for production planning and control. Such optimiza…
cs.NE2021
Hybrid Evolutionary Optimization Approach for Oilfield Well Control Optimization
Ajitabh Kumar
Oilfield production optimization is challenging due to subsurface model complexity and associated non-linearity, large number of control parameters, large number of production scen…
cs.LG2020
Surrogate Model For Field Optimization Using Beta-VAE Based Regression
Ajitabh Kumar
Oilfield development related decisions are made using reservoir simulation-based optimization study in which different production scenarios and well controls are compared. Such sim…