An EEMD-BiLSTM Algorithm Integrated with Boruta Random Forest Optimiser for Significant Wave Height Forecasting along Coastal Areas of Queensland, Australia

by Nawin Raj, Jason Brown
Published 2021-04-01

Deep Learning Neural Networks Trained with MODIS Satellite-Derived Predictors for Long-Term Global Solar Radiation Prediction

by Sujan Ghimire, Ravinesh C Deo, Nawin Raj, Jianchun Mi
Published 2019-06-01

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

by Mohammed Moishin, Ravinesh C. Deo, Ramendra Prasad, Nawin Raj, Shahab Abdulla
Published 2021-01-01

Deep Air Quality Forecasts: Suspended Particulate Matter Modeling With Convolutional Neural and Long Short-Term Memory Networks

by Ekta Sharma, Ravinesh C. Deo, Ramendra Prasad, Alfio V. Parisi, Nawin Raj
Published 2020-01-01

Near Real-Time Global Solar Radiation Forecasting at Multiple Time-Step Horizons Using the Long Short-Term Memory Network

by Anh Ngoc-Lan Huynh, Ravinesh C. Deo, Duc-Anh An-Vo, Mumtaz Ali, Nawin Raj, Shahab Abdulla
Published 2020-07-01

Deep Learning Forecasts of Soil Moisture: Convolutional Neural Network and Gated Recurrent Unit Models Coupled with Satellite-Derived MODIS, Observations and Synoptic-Scale Climate...

by A. A. Masrur Ahmed, Ravinesh C Deo, Nawin Raj, Afshin Ghahramani, Qi Feng, Zhenliang Yin, Linshan Yang
Published 2021-02-01