Concepedia

Joonyi Kim

JK

4

Publications

137

Citations

4

H-Index

2019

Active since

Affiliations

Seoul National University(Current)

Kongju National University

Joonyi Kim is an author at Seoul National University specializing in engineering, machine learning, and deep learning.

Top concepts

EngineeringMachine LearningData ScienceDeep LearningWell PlacementSystems EngineeringComputer ScienceCivil EngineeringSpace EngineeringReservoir Modeling

Publications per year

2019–2021

4

Publications

4

Robust optimization of the locations and types of multiple wells using CNN based proxy models

Joonyi Kim, Hyungjun Yang, Jonggeun Choe · Journal of Petroleum Science and Engineering · 2020 · 66 citations

Multiple Wells, Engineering, Machine Learning +8

Efficient and robust optimization for well patterns using a PSO algorithm with a CNN-based proxy model

Joonyi Kim, Kyungbook Lee, Jonggeun Choe · Journal of Petroleum Science and Engineering · 2021 · 44 citations

Search Optimization, Engineering, Machine Learning +7

Sequential field development plan through robust optimization coupling with CNN and LSTM-based proxy models

Joonyi Kim, Jonggeun Choe, Kyungbook Lee · Journal of Petroleum Science and Engineering · 2021 · 15 citations

Artificial Intelligence, Lstm-based Proxy Models, Model Optimization +9

Field development optimization using a cooperative micro-particle swarm optimization with parameter integration schemes

Joonyi Kim, Byeong‐Cheol Kang, Hoonyoung Jeong et al. · Journal of Petroleum Science and Engineering · 2019 · 12 citations

Field Development Optimization, Engineering, Parameter Integration Schemes +7

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