School of Mathematics, Physics and Computing
| Type | Department/Institute |
|---|---|
| Faculty/Department | Academic Affairs |
| Head | Prof Robert Sang |
| Director of Research | Dr Nawin Raj |
| Prof Yan Li |
Latest research outputs
4106 results found
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Rossby waves in the ocean covered by compressed ice
Stepanyants, Y. A. and Sturova, I. V.. 2020. "Rossby waves in the ocean covered by compressed ice." Geophysical and Astrophysical Fluid Dynamics. 114 (3), pp. 306-316. https://doi.org/10.1080/03091929.2020.1712716Article
Prediction of evaporation in arid and semi-arid regions: a comparative study using different machine learning models
Yaseen, Zaher Mundher, Al-Juboori, Al-Juboori, Beyaztasc, Ufuk, Al-Ansari, Nadhir, Chau, Kwok-Wing, Qi, Chongchong, Ali, Mumtaz, Salih, Sinan Q. and Shahid, Shamsuddin. 2020. "Prediction of evaporation in arid and semi-arid regions: a comparative study using different machine learning models." Engineering Applications of Computational Fluid Mechanics. 14 (1), pp. 70-89. https://doi.org/10.1080/19942060.2019.1680576Article
Publisher Correction: A planet within the debris disk around the pre-main-sequence star AU Microscopii
Plavchan, Peter, Barclay, Thomas, Gagne, Jonathan, Gao, Peter, Cale, Bryson, Matzko, William, Dragomir, Diana, Quinn, Sam, Feliz, Dax, Stassun, Keivan, Crossfield, Ian J.M., Berardo, David A., Latham, David W., Tieu, Ben, Anglada-Escude, Guillem, Ricker, George, Vanderspek, Roland, Seager, Sara, Winn, Joshua N., ..., Zilberman, Perri. 2020. "Publisher Correction: A planet within the debris disk around the pre-main-sequence star AU Microscopii." Nature. 583 (7818), p. E31. https://doi.org/10.1038/s41586-020-2516-1Notes or commentaries
Influence of sex, age, and education on mood profile clusters
Terry, Peter, Parsons-Smith, Renee, Terry, Victoria and King, Rachel. 2020. Influence of sex, age, and education on mood profile clusters. Toowoomba. University of Southern Queensland. https://doi.org/10.26192/57rm-4t21Dataset
Determination of factors influencing student engagement using a learning management system in a tertiary setting
Barua, Prabal Datta. 2020. Determination of factors influencing student engagement using a learning management system in a tertiary setting. PhD Thesis Doctor of Philosophy. University of Southern Queensland. https://doi.org/10.26192/Z9AS-4P42PhD Thesis
Modern artificial intelligence model development for undergraduate student performance prediction: an investigation on engineering mathematics courses
Deo, Ravinesh C., Yaseen, Zaher Mundher, Al-Ansari, Nadhir, Nguyen-Huy, Thong, Langlands, Trevor and Galligan, Linda. 2020. "Modern artificial intelligence model development for undergraduate student performance prediction: an investigation on engineering mathematics courses." IEEE Access. 8, pp. 136697-136724. https://doi.org/10.1109/ACCESS.2020.3010938Article
Remote sensing of upwelling off Australia's north-east coast
Azis Ismail, Mochamad Furqon, Ribbe, Joachim, Karstensen, Johannes and Rossi, Vincent. 2019. "Remote sensing of upwelling off Australia's north-east coast." Ocean Science. https://doi.org/10.5194/os-2018-142Article
Defining the north Australian monsoon onset: A systematic review
Lisonbee, Joel, Ribbe, Joachim and Wheeler, Matthew. 2020. "Defining the north Australian monsoon onset: A systematic review." Progress in Physical Geography: an international review of geographical work in the natural and environmental sciences. 44 (3), pp. 398-418. https://doi.org/10.1177/0309133319881107Article
Correcting satellite precipitation data and assimilating satellite-derived soil moisture data to generate ensemble hydrological forecasts within the HBV rainfall-runoff model
Ciupak, Maurycy, Ozga-Zielinski, Bogdan, Adamowski, Jan, Deo, Ravinesh C and Kochanek, Krzysztof. 2019. "Correcting satellite precipitation data and assimilating satellite-derived soil moisture data to generate ensemble hydrological forecasts within the HBV rainfall-runoff model." Water: an open access journal. 11 (10), pp. 1-31. https://doi.org/10.3390/w11102138Article
Partitioning groundwater recharge sources in multiple aquifers system within a desert oasis environment: Implications for water resources management in endorheic basins
Guo, Xiaoyan, Feng, Qi, Si, Jianhua, Xi, Haiyang, Zhao, Yan and Deo, Ravinesh C.. 2019. "Partitioning groundwater recharge sources in multiple aquifers system within a desert oasis environment: Implications for water resources management in endorheic basins." Journal of Hydrology. 579, pp. 1-11. https://doi.org/10.1016/j.jhydrol.2019.124212Article
Handbook of probabilistic models
Deo, Ravinesh C.. Samui, Pijush, Bui, Dieu Tien, Chakraborty, Subrata and Deo, Ravinesh C. (ed.) 2020. Handbook of probabilistic models. Oxford, United Kingdom. Elsevier.Edited book
Probabilistic seasonal rainfall forecasts using semiparametric d-vine copula-based quantile regression
Nguyen-Huy, Thong, Deo, Ravinesh C., Mushtaq, Shahbaz and Khan, Shahjahan. 2020. "Probabilistic seasonal rainfall forecasts using semiparametric d-vine copula-based quantile regression." Samui, Pijush, Bui, Dieu Tien, Chakraborty, Subrata and Deo, Ravinesh C. (ed.) Handbook of probabilistic models. Oxford, United Kingdom. Elsevier. pp. 203-227Edited book (chapter)
Monthly rainfall forecasting with Markov Chain Monte Carlo simulations integrated with statistical bivariate copulas
Ali, Mumtaz, Deo, Ravinesh C., Downs, Nathan J. and Maraseni, Tek. 2020. "Monthly rainfall forecasting with Markov Chain Monte Carlo simulations integrated with statistical bivariate copulas." Samui, Pijush, Bui, Dieu Tien, Chakraborty, Subrata and Deo, Ravinesh C. (ed.) Handbook of probabilistic models. Oxford, United Kingdom. Elsevier. pp. 89-105Edited book (chapter)
Cholesterol versus inflammation as cause of chronic diseases
Panchal, Sunil K. and Brown, Lindsay. 2019. "Cholesterol versus inflammation as cause of chronic diseases." Nutrients. 11 (10), pp. 1-7. https://doi.org/10.3390/nu11102332Article
Soil organic carbon in semiarid alpine regions: the spatial distribution, stock estimation, and environmental controls
Zhu, Meng, Feng, Qi, Zhang, Mengxu, Liu, Wei, Deo, Ravinesh C., Zhang, Chengqi and Yang, Linshan. 2019. "Soil organic carbon in semiarid alpine regions: the spatial distribution, stock estimation, and environmental controls." Journal of Soils and Sediments: protection, risk assessment and remediation. 19 (10), pp. 3427-3441. https://doi.org/10.1007/s11368-019-02295-6Article
Prevalence of Hepatitis B Virus Infection in Shenzhen, China, 2015–2018
Tao, Jian, Zhang, Weimin, Yue, Huakui, Zhu, Guohun, Wu, Wenyuan, Gong, Wenbo, Fang, Honghui, He, Guirong, Hu, Xiaoyun, Zhao, Hongyue and Liu, Aiqin. 2019. "Prevalence of Hepatitis B Virus Infection in Shenzhen, China, 2015–2018 ." Scientific Reports. 9. https://doi.org/10.1038/s41598-019-50173-5Article
Controlling factors of plant community composition with respect to the slope aspect gradient in the Qilian Mountains
Qin, Yanyan, Adamowski, Jan F., Deo, Ravinesh C., Hu, Zeyong, Cao, Jianjun, Zhu, Meng and Feng, Qi. 2019. "Controlling factors of plant community composition with respect to the slope aspect gradient in the Qilian Mountains." Ecosphere. 10 (9), pp. 1-13. https://doi.org/10.1002/ecs2.2851Article
Soliton interaction with external forcing within the Korteweg–de Vries equation
Ermakov, Andrei and Stepanyants, Yury. 2019. "Soliton interaction with external forcing within the Korteweg–de Vries equation." Chaos: an interdisciplinary journal of nonlinear science. 29 (1). https://doi.org/10.1063/1.5063561Article
Grassland degradation on the Qinghai-Tibetan Plateau: reevaluation of causative factors
Cao, Jianjun, Adamowski, Jan F., Deo, Ravinesh C., Xu, Xueyun, Gong, Yifan and Feng, Qi. 2019. "Grassland degradation on the Qinghai-Tibetan Plateau: reevaluation of causative factors." Rangeland Ecology and Management. 72 (6), pp. 988-995. https://doi.org/10.1016/j.rama.2019.06.001Article
On the cross-shelf exchange driven by frontal eddies along a western boundary current during austral winter 2007
Azis Ismail, Mochamad Furqon and Ribbe, Joachim. 2019. "On the cross-shelf exchange driven by frontal eddies along a western boundary current during austral winter 2007." Estuarine, Coastal and Shelf Science. 227, pp. 1-13. https://doi.org/10.1016/j.ecss.2019.106314Article
Fractal dimension undirected correlation graph-based support vector machine model for identification of focal and non-focal electroencephalography signals
Diykh, Mohammed, Abdulla, Shahab, Saleh, Khalid and Deo, Ravinesh C.. 2019. "Fractal dimension undirected correlation graph-based support vector machine model for identification of focal and non-focal electroencephalography signals." Biomedical Signal Processing and Control. 54, pp. 1-10. https://doi.org/10.1016/j.bspc.2019.101611Article
The impacts of substrate and vegetation on stormwater runoff quality from extensive green roofs
Liu, Wen, Wei, Wei, Chen, Weiping, Deo, Ravinesh C., Si, Jianhua, Xi, Haiyang, Li, Baofeng and Feng, Qi. 2019. "The impacts of substrate and vegetation on stormwater runoff quality from extensive green roofs." Journal of Hydrology. 576, pp. 575-582. https://doi.org/10.1016/j.jhydrol.2019.06.061Article
Application of multivariate recursive nesting bias correction, multiscale wavelet entropy and AI-based models to improve future precipitation projection in upstream of the Heihe River, Northwest China
Yang, Linshan, Feng, Qi, Yin, Zhenliang, Wen, Xiaohu, Deo, Ravinesh C., Si, Jianhua and Li, Changbin. 2019. "Application of multivariate recursive nesting bias correction, multiscale wavelet entropy and AI-based models to improve future precipitation projection in upstream of the Heihe River, Northwest China." Theoretical and Applied Climatology. 137 (1-2), pp. 323-339. https://doi.org/10.1007/s00704-018-2598-yArticle
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
Ghimire, Sujan, Deo, Ravinesh C., Raj, Nawin and Mi, Jianchun. 2019. "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." Renewable and Sustainable Energy Reviews. 113, pp. 1-19. https://doi.org/10.1016/j.rser.2019.109247Article
Deep solar radiation forecasting with convolutional neural network and long short-term memory network algorithms
Ghimire, Sujan, Deo, Ravinesh C., Raj, Nawin and Mi, Jianchun. 2019. "Deep solar radiation forecasting with convolutional neural network and long short-term memory network algorithms." Applied Energy. 253, pp. 1-20. https://doi.org/10.1016/j.apenergy.2019.113541Article
Sleep EEG signal analysis based on correlation graph similarity coupled with an ensemble extreme machine learning algorithm
Abdulla, Shahab, Diykh, Mohammed, Lafta, Raid Luaibi, Saleh, Khalid and Deo, Ravinesh C.. 2019. "Sleep EEG signal analysis based on correlation graph similarity coupled with an ensemble extreme machine learning algorithm." Expert Systems with Applications. 138, pp. 1-15. https://doi.org/10.1016/j.eswa.2019.07.007Article
Low-dose curcumin nanoparticles normalise blood pressure in male Wistar rats with diet-induced metabolic syndrome
du Preez, Ryan, Pahl, Jessica, Arora, Meenakshi, Kumar, M. N. V. Ravi, Brown, Lindsay and Panchal, Sunil K.. 2019. "Low-dose curcumin nanoparticles normalise blood pressure in male Wistar rats with diet-induced metabolic syndrome." Nutrients. 11 (7), pp. 1-15. https://doi.org/10.3390/nu11071542Article
Estimating magnetic filling factors from Zeeman–Doppler magnetograms
See, Victor, Matt, Sean P., Folsom, Colin P., Boro Saikia, Sudeshna, Donati, Jean-Francois, Fares, Rim, Finley, Adam J., Hebrard, Elodie M., Jardine, Moira M., Jeffers, Sandra J., Lehmann, Lisa T., Marsden, Stephen C., Mengel, Matthew W., Morin, Julian, Petit, Pascal, Vidotto, Aline A. and Waite, Ian A.. 2019. "Estimating magnetic filling factors from Zeeman–Doppler magnetograms." The Astrophysical Journal: an international review of astronomy and astronomical physics. 876 (2), pp. 118-127. https://doi.org/10.3847/1538-4357/ab1096Article
Re-analyzing the dynamical stability of the HD 47366 planetary system
Marshall, J. P., Wittenmyer, R. A., Horner, J., Clark, J., Mengel, M. W., Hinse, T. C., Agnew, M. T. and Kane, S. R.. 2019. "Re-analyzing the dynamical stability of the HD 47366 planetary system." The Astronomical Journal. 157 (1), pp. 1-11. https://doi.org/10.3847/1538-3881/aaef32Article
Resolved Imaging of the AR Puppis Circumbinary Disk
Ertel, S., Kamath, D., Hillen, M., van Winckel, H., Okumura, J., Manick, R., Boffin, H. M. J., Milli, J., Bertrang, G. H.-M., Guzman-Ramirez, L., Horner, J., Marshall, J. P., Scicluna, P., Vaz, A., Villaver, E., Wesson, R. and Xu, S.. 2019. "Resolved Imaging of the AR Puppis Circumbinary Disk." The Astronomical Journal. 157 (3), pp. 1-13. https://doi.org/10.3847/1538-3881/aafe04Article
The GALAH survey: lithium-strong KM dwarfs
Zerjal, M., Ireland, M. J., Nordlander, T., Lin, J., Buder, S., Casagrande, L., Cotar, K., de Silva, G., Horner, J., Martell, S., Traven, G. and Zwitter, T.. 2019. "The GALAH survey: lithium-strong KM dwarfs." Monthly Notices of the Royal Astronomical Society. 484 (4), pp. 4591-4600. https://doi.org/10.1093/mnras/stz296Article
Knowledge graph embedding by dynamic translation
Chang, Liang, Zhu, Manli, Gu, Tianlong, Bin, Chenzhong, Qian, Junyan and Zhang, Ji. 2017. "Knowledge graph embedding by dynamic translation." IEEE Access. 5 (3), pp. 20898-20907. https://doi.org/10.1109/ACCESS.2017.2759139Article
Short-term electricity demand forecasting using machine learning methods enriched with ground-based climate and ECMWF Reanalysis atmospheric predictors in southeast Queensland, Australia
Al-Musaylh, Mohanad S., Deo, Ravinesh C., Adamowski, Jan F. and Li, Yan. 2019. "Short-term electricity demand forecasting using machine learning methods enriched with ground-based climate and ECMWF Reanalysis atmospheric predictors in southeast Queensland, Australia." Renewable and Sustainable Energy Reviews. 113. https://doi.org/10.1016/j.rser.2019.109293Article
Comparing the annualised dynamic shade characteristics of twenty-one tree canopies across twenty-six municipalities in a high ambient UV climate, Queensland - Australia
Downs, Nathan J., Baldwin, Louise, Parisi, Alfio V., Butler, Harry J., Vanos, Jennifer, Beckman, Melanie and Harrison, Simone. 2019. "Comparing the annualised dynamic shade characteristics of twenty-one tree canopies across twenty-six municipalities in a high ambient UV climate, Queensland - Australia." Applied Geography. 108, pp. 74-82. https://doi.org/10.1016/j.apgeog.2019.05.006Article
TNOs are cool: a survey of the trans-Neptunian region: XIV. Size/albedo characterization of the Haumea family observed with Herschel and Spitzer
Vilenius, E., Stansberry, J., Muller, T., Mueller, M., Kiss, C., Santos-Sanz, P., Mommert, M., Pal, A., Lellouch, E., Ortiz, J. L., Peixinho, N., Thirouin, A., Lykawka, P. S., Horner, J., Duffard, R., Fornasier, S. and Delsanti, A.. 2018. "TNOs are cool: a survey of the trans-Neptunian region: XIV. Size/albedo characterization of the Haumea family observed with Herschel and Spitzer." Astronomy and Astrophysics: a European journal. 618, pp. 1-15. https://doi.org/10.1051/0004-6361/201732564Article
It’s complicated: a big data approach to exploring planetesimal evolution in the presence of Jovian planets
Grazier, Kevin R., Castillo-Rogez, Julie C. and Horner, Jonathan. 2018. "It’s complicated: a big data approach to exploring planetesimal evolution in the presence of Jovian planets." The Astronomical Journal. 156 (5), pp. 1-19. https://doi.org/10.3847/1538-3881/aae095Article
A Jovian planet in an eccentric 11.5 day orbit around HD 1397 discovered by TESS
Nielsen, L. D., Bouchy, F., Turner, O., Giles, H., Suarez Mascareno, A., Lovis, C., Marmier, M., Pepe, F., Segransan, D., Udry, S., Otegi, J. F., Ottoni, G., Staport, M., Ricker, G., Vanderspek, R., Latham, D. W., Seager, S., Winn, J. N., Jenkins, J. M., ..., Schlieder, J.. 2019. "A Jovian planet in an eccentric 11.5 day orbit around HD 1397 discovered by TESS." Astronomy and Astrophysics: a European journal. 623, pp. 1-8. https://doi.org/10.1051/0004-6361/201834577Article
Exoplanets in the Antarctic Sky I. The first data release of AST3-II (CHESPA) and new found variables within the southern CVZ of TESS
Zhang, Hui, Yu, Zhouyi, Liang, Ensi, Yang, Ming, Ashley, Michael C.B., Cui, Xiangqun, Du, Fujia, Fu, Jianning, Gong, Xuefei, Gu, Bozhong, Hu, Yi, Jiang, Peng, Liu, Huigen, Lawrence, Jon, Liu, Qiang, Li, Xiaoyan, Li, Zhengyang, Ma, Bin, Mould, Jeremy, ..., Zhu, Zhenxi. 2019. "Exoplanets in the Antarctic Sky I. The first data release of AST3-II (CHESPA) and new found variables within the southern CVZ of TESS." Astrophysical Journal Supplement Series. 240 (2), pp. 1-32. https://doi.org/10.3847/1538-4365/aaec0cArticle
Exoplanets in the Antarctic Sky. II. 116 Transiting Exoplanet Candidates Found by AST3-II (CHESPA) within the Southern CVZ of TESS
Zhang, Hui, Yu, Zhouyi, Liang, Ensi, Yang, Ming, Ashley, Michael C. B., Cui, Xiangqun, Du, Fujia, Fu, Jianning, Gong, Xuefei, Gu, Bozhong, Hu, Yi, Jiang, Peng, Liu, Huigen, Lawrence, Jon, Liu, Qiang, Li, Xiaoyan, Li, Zhengyang, Ma, Bin, Mould, Jeremy, ..., Zhu, Zhenxi. 2019. "Exoplanets in the Antarctic Sky. II. 116 Transiting Exoplanet Candidates Found by AST3-II (CHESPA) within the Southern CVZ of TESS." Astrophysical Journal Supplement Series. 240 (2), pp. 1-37. https://doi.org/10.3847/1538-4365/aaf583Article
HATS-59b,c: a transiting hot Jupiter and a cold massive giant planet around a sun-like star
Sarkis, P., Henning, Th., Hartman, J. D., Bakos, G. A., Brahm, R., Jordan, A., Bayliss, D., Mancini, L., Espinoza, N., Rabus, M., Csubry, Z., Bhatti, W., Penev, K., Zhou, G., Bento, J., Tan, T. G., Arriagada, P., Butler, R. P., Crane, J. D., ..., Sari, P.. 2018. "HATS-59b,c: a transiting hot Jupiter and a cold massive giant planet around a sun-like star." The Astronomical Journal. 156 (5), pp. 1-11. https://doi.org/10.3847/1538-3881/aade54Article
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