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Mr Sujan Ghimire

Name Sujan Ghimire
Position Adjunct Lecturer
Section School of Mathematics, Physics and Computing
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Publications in ePrints

Ghimire, Sujan and Deo, Ravinesh C.ORCID: https://orcid.org/0000-0002-2290-6749 and Casillas-Perez, David and Salcedo-Sanz, Sancho (2022) Boosting solar radiation predictions with global climate models, observational predictors and hybrid deep-machine learning algorithms. Applied Energy, 316:119063. pp. 1-25. ISSN 0306-2619

Ghimire, Sujan and Deo, Ravinesh C.ORCID: https://orcid.org/0000-0002-2290-6749 and Casillas-Perez, David and Salcedo-Sanz, Sancho and Sharma, EktaORCID: https://orcid.org/0000-0003-3692-382X and Ali, MumtazORCID: https://orcid.org/0000-0002-6975-5159 (2022) Deep learning CNN-LSTM-MLP hybrid fusion model for feature optimizations and daily solar radiation prediction. Measurement, 202:111759. pp. 1-22. ISSN 0263-2241

Jayasinghe, W. J. M. Lakmini Prarthana and Deo, Ravinesh C.ORCID: https://orcid.org/0000-0002-2290-6749 and Ghahramani, AfshinORCID: https://orcid.org/0000-0002-9648-4606 and Ghimire, Sujan and Raj, NawinORCID: https://orcid.org/0000-0002-8364-2644 (2022) Development and evaluation of hybrid deep learning long short-term memory network model for pan evaporation estimation trained with satellite and ground-based data. Journal of Hydrology, 607:127534. pp. 1-19. ISSN 0022-1694

Ghimire, Sujan and Nguyen-Huy, ThongORCID: https://orcid.org/0000-0002-2201-6666 and Deo, Ravinesh C.ORCID: https://orcid.org/0000-0002-2290-6749 and Casillas-Perez, David and Salcedo-Sanz, Sancho (2022) Efficient daily solar radiation prediction with deep learning 4-phase convolutional neural network, dual stage stacked regression and support vector machine CNN-REGST hybrid model. Sustainable Materials and Technologies, 32:e00429. pp. 1-24. ISSN 2214-9929

Deo, Ravinesh C. ORCID: https://orcid.org/0000-0002-2290-6749 and Grant, Richard H. and Webb, Ann and Ghimire, Sujan and Igoe, Damien P. and Downs, Nathan J.ORCID: https://orcid.org/0000-0002-3191-6404 and Al-Musaylh, Mohanad S. and Parisi, Alfio V.ORCID: https://orcid.org/0000-0001-8430-8907 and Soar, JeffreyORCID: https://orcid.org/0000-0002-4964-7556 (2022) Forecasting solar photosynthetic photon flux density under cloud cover effects: novel predictive model using convolutional neural network integrated with long short-term memory network. Stochastic Environmental Research and Risk Assessment. pp. 1-38. ISSN 1436-3240

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