Concepedia

Nawin Raj

NR

Statistics

Publications

32

Citations

2.5K

H-Index

26

Active since

2018

Affiliations

University of Southern Queensland(Current)

University of Fiji

Chinese Academy of Sciences

Northwest Institute of Eco-Environment and Resources

The University of Melbourne

Nawin Raj is an author at University of Southern Queensland specializing in earth sciences, natural sciences, and deep learning.

Publications per year

2018–2024

32

Publications

32

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

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

Mohammed Moishin, Ravinesh C. Deo, Ramendra Prasad et al. · IEEE Access · 2021 · 196 citations · Full text

Natural Resources, Hydrology, Water Resources Management +15

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

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

Lionel Joseph, Ravinesh C. Deo, Ramendra Prasad et al. · Renewable Energy · 2023 · 153 citations

Natural Sciences, Data Science, Meteorology +11

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 · 144 citations · Full text

Natural Resources, Earth Sciences, Hydrology +17

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