Nawin Raj

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 · 373 citations

Convolutional Neural Network, Solar Variability, Machine Learning +10

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 · 190 citations

Climatology, Meteorology, Numerical Weather Prediction +12

Designing Deep-Based Learning Flood Forecast Model With ConvLSTM Hybrid Algorithm

Mohammed Moishin, Ravinesh C. Deo, Ramendra Prasad et al. · IEEE Access · 2021 · 183 citations · Full text

Hydrological Prediction, Engineering, Machine Learning +21

Near real-time wind speed forecast model with bidirectional LSTM networks

Lionel Joseph, Ravinesh C. Deo, Ramendra Prasad et al. · Renewable Energy · 2023 · 140 citations

Engineering, Wind Power Generation, Bidirectional Lstm Networks +5

Deep learning hybrid model with Boruta-Random forest optimiser algorithm for streamflow forecasting with climate mode indices, rainfall, and periodicity

A. A. Masrur Ahmed, Ravinesh C. Deo, Qi Feng et al. · Journal of Hydrology · 2021 · 137 citations

Meteorology, Numerical Weather Prediction, Engineering +9