Sungwon Kim

Daily water level forecasting using wavelet decomposition and artificial intelligence techniques

Youngmin Seo, Sungwon Kim, Özgür Kişi et al. · Journal of Hydrology · 2014 · 302 citations

Intelligent Forecasting, Daily Water Level, Forecasting Methodology +11

Neural networks and genetic algorithm approach for nonlinear evaporation and evapotranspiration modeling

Sungwon Kim, Hung Soo Kim · Journal of Hydrology · 2007 · 234 citations

Evolving Neural Network, Engineering, Intelligent Optimization +8

Glow-TTS: A Generative Flow for Text-to-Speech via Monotonic Alignment Search

Jaehyeon Kim, Sungwon Kim, Jungil Kong et al. · arXiv (Cornell University) · 2020 · 202 citations · Full text

Engineering, Machine Learning, Hard Monotonic Alignments +20

A comparative study of several machine learning based non-linear regression methods in estimating solar radiation: Case studies of the USA and Turkey regions

Meysam Alizamir, Sungwon Kim, Özgür Kişi et al. · Energy · 2020 · 148 citations

Engineering, Machine Learning, Data Science +9

Advanced machine learning model for better prediction accuracy of soil temperature at different depths

Meysam Alizamir, Özgür Kişi, Ali Najah Ahmed et al. · PLoS ONE · 2020 · 126 citations · Full text

Precision Agriculture, Environmental Monitoring, Machine Learning +20