Dongkwon Han

Comparative Study on Supervised Learning Models for Productivity Forecasting of Shale Reservoirs Based on a Data-Driven Approach

Dongkwon Han, Jihun Jung, Sunil Kwon · Applied Sciences · 2020 · 56 citations · Full text

Computing, Data Science, Petroleum Engineering +17

Application of Machine Learning Method of Data-Driven Deep Learning Model to Predict Well Production Rate in the Shale Gas Reservoirs

Dongkwon Han, Sunil Kwon · Energies · 2021 · 52 citations · Full text

Engineering, Computer Science, Petroleum Engineering +17

Production Forecasting for Shale Gas Well in Transient Flow Using Machine Learning and Decline Curve Analysis

Dongkwon Han, Sunil Kwon, Han Am Son et al. · Proceedings of the SPE/AAPG/SEG Asia Pacific Unconventional Resources Technology Conference · 2019 · 23 citations

Engineering, Geological Engineering, Petroleum Engineering +16

Comprehensive Analysis for Production Prediction of Hydraulic Fractured Shale Reservoirs Using Proxy Model Based on Deep Neural Network

Dongkwon Han, Sunil Kwon, Jeongwoo Kim et al. · SPE Annual Technical Conference and Exhibition · 2020 · 12 citations

Engineering, Earth Sciences, Petroleum Engineering +17