Ilsik Jang

Well-placement optimisation using sequential artificial neural networks

Ilsik Jang, Seeun Oh, Yu‐Mi Kim et al. · Energy Exploration & Exploitation · 2017 · 46 citations · Full text

Artificial Intelligence, Large-scale Global Optimization, Facility Planning +17

Pareto-based multi-objective history matching with respect to individual production performance in a heterogeneous reservoir

Baehyun Min, Joe M. Kang, Sunghoon Chung et al. · Journal of Petroleum Science and Engineering · 2014 · 40 citations

Engineering, Water Resources, Heterogeneous Reservoir +9

A new automated scheme of quadrilateral mesh generation for randomly distributed line constraints

Changhyup Park, Jae-Seung Noh, Ilsik Jang et al. · Computer-Aided Design · 2006 · 35 citations

Geometric Modeling, Mathematical Programming, Mesh Optimization +14

Optimal Well Placement Based on Artificial Neural Network Incorporating the Productivity Potential

Baehyun Min, Changhyup Park, J. M. Kang et al. · Energy Sources Part A Recovery Utilization and Environmental Effects · 2011 · 35 citations

Engineering, Industrial Engineering, Petroleum Production Engineering +18

Surrogate Model with a Deep Neural Network to Evaluate Gas–Liquid Flow in a Horizontal Pipe

Yongho Seong, Changhyup Park, Jinho Choi et al. · Energies · 2020 · 28 citations · Full text

Reservoir Simulation, Engineering, Machine Learning +15