Sujan Ghimire

Deep solar radiation forecasting with convolutional neural network and long short-term memory network algorithms

Sujan Ghimire, Ravinesh C. Deo, Nawin Raj et al. · Applied Energy · 2019 · 388 citations · Full text

Natural Sciences, Computer Science, Meteorology +16

Streamflow prediction using an integrated methodology based on convolutional neural network and long short-term memory networks

Sujan Ghimire, Zaher Mundher Yaseen‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬, Aitazaz A. Farooque et al. · Scientific Reports · 2021 · 279 citations · Full text

Natural Resources, Hydrology, Water Resources Management +17

Global solar radiation prediction by ANN integrated with European Centre for medium range weather forecast fields in solar rich cities of Queensland Australia

Sujan Ghimire, Ravinesh C. Deo, Nathan Downs et al. · Journal of Cleaner Production · 2019 · 191 citations

Natural Sciences, Earth Sciences, Meteorology +12

Deep learning CNN-LSTM-MLP hybrid fusion model for feature optimizations and daily solar radiation prediction

Sujan Ghimire, Ravinesh C. Deo, David Casillas-Pérez et al. · Measurement · 2022 · 114 citations · Full text

Computing, Computer Science, Artificial Intelligence +16

An efficient neuro-evolutionary hybrid modelling mechanism for the estimation of daily global solar radiation in the Sunshine State of Australia

Sancho Salcedo‐Sanz, Ravinesh C. Deo, L. Cornejo-Bueno et al. · Applied Energy · 2017 · 99 citations

Natural Sciences, Earth Sciences, Meteorology +14