Ju‐Young Shin

Probability distributions of wind speed in the UAE

Taha B. M. J. Ouarda, Christian Charron, Ju‐Young Shin et al. · Energy Conversion and Management · 2015 · 226 citations · Full text

Meteorology, Wind Energy Potential, United Arab Emirates +9

Probability Distributions for a Quantile Mapping Technique for a Bias Correction of Precipitation Data: A Case Study to Precipitation Data Under Climate Change

Jun‐Haeng Heo, Hyunjun Ahn, Ju‐Young Shin et al. · Water · 2019 · 137 citations · Full text

Engineering, Quantile Mapping Technique, Precipitation Data +16

Deep Learning-Based Maximum Temperature Forecasting Assisted with Meta-Learning for Hyperparameter Optimization

Trang Thi Kieu Tran, Taesam Lee, Ju‐Young Shin et al. · Atmosphere · 2020 · 87 citations · Full text

Search Optimization, Engineering, Machine Learning +23

Stochastic simulation on reproducing long-term memory of hydroclimatological variables using deep learning model

Taesam Lee, Ju‐Young Shin, Jong‐Suk Kim et al. · Journal of Hydrology · 2020 · 75 citations

Stochastic Simulation, Hydrometeorology, Recurrent Neural Network +9

Heterogeneous mixture distributions for modeling wind speed, application to the UAE

Ju‐Young Shin, Taha B. M. J. Ouarda, Taesam Lee · Renewable Energy · 2016 · 69 citations

Meteorology, Heterogeneous Mixture Distributions, Numerical Weather Prediction +12