Nawin Raj

发表

Wavelet-based 3-phase hybrid SVR model trained with satellite-derived predictors, particle swarm optimization and maximum overlap discrete wavelet transform for solar radiation prediction

Ravinesh C. Deo, Sujan Ghimire, Nawin Raj, 2019, Renewable and Sustainable Energy Reviews.

Development of data-driven models for wind speed forecasting in Australia

Ravinesh C. Deo, Nawin Raj, Ananta Neupane, 2021 .

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

Ravinesh C. Deo, Sujan Ghimire, Nawin Raj, 2019, Applied Energy.

Reprint of Nonlinear vector waves of a flexural mode in a chain model of atomic particles

Nawin Raj, S. P. Nikitenkova, Yury Stepanyants, 2015, Commun. Nonlinear Sci. Numer. Simul..

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

Ravinesh C. Deo, Alfio V. Parisi, Nawin Raj, 2020, IEEE Access.

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

Ravinesh C. Deo, Sujan Ghimire, Nawin Raj, 2019, Energies.

Reprint of Nonlinear vector waves of a flexural mode in a chain model of atomic particles

Nawin Raj, S. P. Nikitenkova, Yury Stepanyants, 2015, Commun. Nonlinear Sci. Numer. Simul..

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

Ravinesh C. Deo, Shahab Abdulla, Nawin Raj, 2021, IEEE Access.

Novel short-term solar radiation hybrid model: Long short-term memory network integrated with robust local mean decomposition

Ravinesh C. Deo, Shahab Abdulla, Nawin Raj, 2021 .

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

Ravinesh C. Deo, Nawin Raj, Afshin Ghahramani, 2021, Remote. Sens..

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

Nawin Raj, Jason Brown, N. Raj, 2021, Remote. Sens..

Deep multi-stage reference evapotranspiration forecasting model: Multivariate empirical mode decomposition integrated with Boruta-random forest algorithm

Ravinesh C. Deo, Nawin Raj, Afshin Ghahramani, 2021, IEEE Access.

Predictive Tracking of a High Capability Malicious UAV

Nawin Raj, Jason Brown, 2021, 2021 IEEE 11th Annual Computing and Communication Workshop and Conference (CCWC).

Self-adaptive differential evolutionary extreme learning machines for long-term solar radiation prediction with remotely-sensed MODIS satellite and Reanalysis atmospheric products in solar-rich cities

Ravinesh C. Deo, Nathan Downs, Nawin Raj, 2018, Remote Sensing of Environment.

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

Ravinesh C. Deo, Nathan Downs, Nawin Raj, 2019, Journal of Cleaner Production.

Input selection and data-driven model performance optimization to predict the Standardized Precipitation and Evaporation Index in a drought-prone region

Ravinesh C. Deo, Soukayna Mouatadid, Nawin Raj, 2018, Atmospheric Research.