Fanhaixin Liu on Muck Rack

Fanhaixin Liu

As seen in: Taylor & Francis Online
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Articles

A novel approach to optimize random forest with comprehensive reservoir analysis for EOR screening

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By jianxin Luo, Fanhaixin Liu
| Taylor & Francis Online
Enhanced oil recovery (EOR) remains a pivotal technology for addressing challenges in reservoir depletion and complex oil extraction. This study develops a high-precision EOR screening methodology leveraging a Random Forest (RF) algorithm optimized using four meta-heuristic algorithms: Sparrow Search Algorithm (SSA), Particle Swarm Optimization (PSO), Ivy Algorithm (IVY), and Blood-Sucking Leech Optimizer (BLSO). Two of them have never been applied in an EOR screening study.
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