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
4113 results found
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Zeeman-Doppler imaging of five young solar-type stars
Willamo, T., Lehtinen, J. J., Hackman, T., Kapyla, M. J., Kochukhov, O., Jeffers, S. V., Korhonen, H. and Marsden, S. C.. 2022. "Zeeman-Doppler imaging of five young solar-type stars." Astronomy and Astrophysics: a European journal. 659, pp. 1-16. https://doi.org/10.1051/0004-6361/202141649Article
Coronal Mass Ejections and Type II Radio Emission Variability during a Magnetic Cycle on the Solar-type Star ò Eridani
O Fionnagain, Dualta, Kavanagh, Robert D., Vidotto, Aline A., Jeffers, Sandra V., Petit, Pascal, Marsden, Stephen, Morin, Julien and Golden, Aaron. 2022. "Coronal Mass Ejections and Type II Radio Emission Variability during a Magnetic Cycle on the Solar-type Star ò Eridani." The Astrophysical Journal: an international review of astronomy and astronomical physics. 924 (2), pp. 1-13. https://doi.org/10.3847/1538-4357/ac35deArticle
Topological changes in the magnetic field of LQ Hya during an activity minimum
Lehtinen, J. J., Kapyla, M. J., Hackman, T., Kochukhov, O., Willamo, T., Marsden, S. C., Jeffers, S. V., Henry, G. W. and Jetsu, L.. 2022. "Topological changes in the magnetic field of LQ Hya during an activity minimum." Astronomy and Astrophysics: a European journal. 660, pp. 1-12. https://doi.org/10.1051/0004-6361/201936780Article
The crucial role of surface magnetic fields for stellar dynamos: ϵ Eridani, 61 Cygni A, and the Sun
Jeffers, S. V., Cameron, R. H., Marsden, S. C., Boro Saikia, S., Folsom, C. P., Jardine, M. M., Morin, J., Petit, P., See, V., Vidotto, A. A., Wolter, U. and Mittag, M.. 2022. "The crucial role of surface magnetic fields for stellar dynamos: ϵ Eridani, 61 Cygni A, and the Sun." Astronomy and Astrophysics: a European journal. 661, pp. 1-8. https://doi.org/10.1051/0004-6361/202142202Article
Linking chromospheric activity and magnetic field properties for late-type dwarf stars
Brown, E. L., Jeffers, S. V., Marsden, S. C., Morin, J., Boro Saikia, S., Petit, P., Jardine, M. M., See, V., Vidotto, A. A., Mengel, M. W. and Dahlkemper, M. N.. 2022. "Linking chromospheric activity and magnetic field properties for late-type dwarf stars." Monthly Notices of the Royal Astronomical Society. 514 (3), pp. 4300-4319. https://doi.org/10.1093/mnras/stac1291Article
Time evolution of magnetic activity cycles in young suns: The curious case of κ Ceti
Boro Saikia, S., Luftinger, T., Folsom, C. P., Antonova, A., Alecian, E., Donati, J. -F., Guedel, M., Hall, J. C., Jeffers, S. V., Kochukhov, O., Marsden, S. C., Metodieva, Y. T., Mittag, M., Morin, J., Perdelwitz, V., Petit, P., Schmid, M. and Vidotto, A. A.. 2022. "Time evolution of magnetic activity cycles in young suns: The curious case of κ Ceti." Astronomy and Astrophysics: a European journal. 658, pp. 1-12. https://doi.org/10.1051/0004-6361/202141525Article
Identifying informative tweets during a pandemic via a topic‑aware neural language model
Gao, Wang, Li, Lin, Tao, Xiaohui, Zhou, Jing and Tao, Jun. 2023. "Identifying informative tweets during a pandemic via a topic‑aware neural language model." World Wide Web. 26 (1), pp. 55-70. https://doi.org/10.1007/s11280-022-01034-1Article
Multi-source information fusion for smart health with artificial intelligence
Tao, Xiaohui and Velasquez, Juan D.. 2022. "Multi-source information fusion for smart health with artificial intelligence." Information Fusion. 83-84, pp. 93-95. https://doi.org/10.1016/j.inffus.2022.03.010Editorial
A Possible Alignment Between the Orbits of Planetary Systems and their Visual Binary Companions
Christian, Sam, Vanderburg, Andrew, Becker, Juliette, Yahalomi, Daniel A., Pearce, Logan, Zhou, George, Collins, Karen A., Kraus, Adam L., Stassun, Keivan G., de Beurs, Zoe, Ricker, George R., Vanderspek, Roland K., Latham, David W., Winn, Joshua N., Seager, S., Jenkins, Jon M., Abe, Lyu, Agabi, Karim, Amado, Pedro J., ..., Wittrock, Justin. 2022. "A Possible Alignment Between the Orbits of Planetary Systems and their Visual Binary Companions." The Astronomical Journal. 163 (5), pp. 1-26. https://doi.org/10.3847/1538-3881/ac517fArticle
TESS Giants Transiting Giants. II. The Hottest Jupiters Orbiting Evolved Stars
Grunblatt, Samuel K., Saunders, Nicholas, Sun, Meng, Chontos, Ashley, Soares-Furtado, Melinda, Eisner, Nora, Pereira, Filipe, Komacek, Thaddeus, Huber, Daniel, Collins, Karen, Wang, Gavin, Stockdale, Chris, Quinn, Samuel N., Tronsgaard, Rene, Zhou, George, Nowak, Grzegorz, Deeg, Hans J., Ciardi, David R., Boyle, Andrew, ..., Winn, Joshua N.. 2022. "TESS Giants Transiting Giants. II. The Hottest Jupiters Orbiting Evolved Stars." The Astronomical Journal. 163 (3), pp. 1-16. https://doi.org/10.3847/1538-3881/ac4972Article
Two Massive Jupiters in Eccentric Orbits from the TESS Full-frame Images
Ikwut-Ukwa, Mma, Rodriguez, Joseph E., Quinn, Samuel N., Zhou, George, Vanderburg, Andrew, Ali, Asma, Bunten, Katya, Gaudi, B. Scott, Latham, David W., Howell, Steve B., Huang, Chelsea X., Bieryla, Allyson, Collins, Karen A., Carmichael, Theron W., Rabus, Markus, Eastman, Jason D., Collins, Kevin I., Tan, Thiam-Guan, Schwarz, Richard P., ..., Yahalomi, Daniel A.. 2022. "Two Massive Jupiters in Eccentric Orbits from the TESS Full-frame Images." The Astronomical Journal. 163 (1), pp. 1-15. https://doi.org/10.3847/1538-3881/ac2ee1Article
TESS Giants Transiting Giants. I.: A Noninflated Hot Jupiter Orbiting a Massive Subgiant
Saunders, Nicholas, Grunblatt, Samuel K., Huber, Daniel, Collins, Karen A., Jensen, Eric L. N., Vanderburg, Andrew, Brahm, Rafael, Jordan, Andres, Espinoza, Nestor, Henning, Thomas, Hobson, Melissa J., Quinn, Samuel N., Zhou, George, Butler, R. Paul, Crause, Lisa, Kuhn, Rudi B., Moses Mogotsi, K., Hellier, Coel, Angus, Ruth, ..., Cloutier, Ryan. 2022. "TESS Giants Transiting Giants. I.: A Noninflated Hot Jupiter Orbiting a Massive Subgiant." The Astronomical Journal. 163 (2), pp. 1-15. https://doi.org/10.3847/1538-3881/ac38a1Article
Student Performance Predictions for Advanced Engineering Mathematics Course With New Multivariate Copula Models
Nguyen-Huy, Thong, Deo, Ravinesh C., Khan, Shahjahan, Devi, Aruna, Adeyinka, Adewuyi Ayodele, Apan, Armando A. and Yaseen, Zaher Mundher. 2022. "Student Performance Predictions for Advanced Engineering Mathematics Course With New Multivariate Copula Models." IEEE Access. 10, pp. 45112 -45136. https://doi.org/10.1109/ACCESS.2022.3168322Article
Rapid assessment of mine rehabilitation areas with airborne LiDAR and deep learning: bauxite strip mining in Queensland, Australia
Murray, Xavier, Apan, Armando, Deo, Ravinesh and Maraseni, Tek. 2022. "Rapid assessment of mine rehabilitation areas with airborne LiDAR and deep learning: bauxite strip mining in Queensland, Australia." Geocarto International. 37 (26), pp. 11223-11252. https://doi.org/10.1080/10106049.2022.2048902Article
Peculiarities of resonant interactions of lump chains within the KP1 equation
Zhang, Zhao, Li, Biao, Chen, Junchao, Guo, Qi and Stepanyants, Yury. 2022. "Peculiarities of resonant interactions of lump chains within the KP1 equation." Physica Scripta: an international journal for experimental and theoretical physics. 97 (11), pp. 1-14. https://doi.org/10.1088/1402-4896/ac99aaArticle
Multi-strategy Slime Mould Algorithm for hydropower multi-reservoir systems optimization
Ahmadianfar, Iman, Noori, Ramzia Majeed, Togun, Hussein, Falah, Mayadah W., Homod, Raad Z., Fu, Minglei, Halder, Bijay, Deo, Ravinesh and Yaseen, Zaher Mundher. 2022. "Multi-strategy Slime Mould Algorithm for hydropower multi-reservoir systems optimization." Knowledge-Based Systems. 250, pp. 1-18. https://doi.org/10.1016/j.knosys.2022.109048Article
Suspended sediment load modeling using advanced hybrid rotation forest based elastic network approach
Khosravi, Khabat, Golkarian, Ali, Melesse, Assefa M. and Deo, Ravinesh C.. 2022. "Suspended sediment load modeling using advanced hybrid rotation forest based elastic network approach." Journal of Hydrology. 610, pp. 1-14. https://doi.org/10.1016/j.jhydrol.2022.127963Article
Delineating the Crop-Land Dynamic due to Extreme Environment Using Landsat Datasets: A Case Study
Halder, Bijay, Bandyopadhyay, Jatisankar, Afan, Haitham Abdulmohsin, Naser, Maryam H., Abed, Salwan Ali, Khedher, Khaled Mohamed, Falih, Khaldoon T., Deo, Ravinesh, Scholz, Miklas and Yaseen, Zaher Mundher. 2022. "Delineating the Crop-Land Dynamic due to Extreme Environment Using Landsat Datasets: A Case Study." Agronomy. 12 (6), pp. 1-23. https://doi.org/10.3390/agronomy12061268Article
A Review of the Trends and Challenges in Adopting Natural Language Processing Methods for Education Feedback Analysis
Shaik, Thanveer, Tao, Xiaohui, Li, Yan, Dann, Christopher, McDonald, Jacquie, Redmond, Petrea and Galligan, Linda. 2022. "A Review of the Trends and Challenges in Adopting Natural Language Processing Methods for Education Feedback Analysis." IEEE Access. 10, pp. 56720-56739. https://doi.org/10.1109/ACCESS.2022.3177752Article
Coupled online sequential extreme learning machine model with ant colony optimization algorithm for wheat yield prediction
Ali, Mumtaz, Deo, Ravinesh C., Xiang, Yong, Prasad, Ramendra, Li, Jianxin, Farooque, Aitazaz and Yaseen, Zaher Mundher. 2022. "Coupled online sequential extreme learning machine model with ant colony optimization algorithm for wheat yield prediction." Scientific Reports. 12 (1), pp. 1-23. https://doi.org/10.1038/s41598-022-09482-5Article
Forecasting solar photosynthetic photon flux density under cloud cover effects: novel predictive model using convolutional neural network integrated with long short-term memory network
Deo, Ravinesh C., Grant, Richard H., Webb, Ann, Ghimire, Sujan, Igoe, Damien P., Downs, Nathan J., Al-Musaylh, Mohanad S., Parisi, Alfio V. and Soar, Jeffrey. 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. 36, p. 3183–3220. https://doi.org/10.1007/s00477-022-02188-0Article
Improved Complete Ensemble Empirical Mode Decomposition with Adaptive Noise Deep Residual model for short-term multi-step solar radiation prediction
Ghimire, Sujan, Deo, Ravinesh C, Casillas-Perez, David and Salcedo-sanz, Sancho. 2022. "Improved Complete Ensemble Empirical Mode Decomposition with Adaptive Noise Deep Residual model for short-term multi-step solar radiation prediction." Renewable Energy. 190, pp. 408-424. https://doi.org/10.1016/j.renene.2022.03.120Article
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
Ghimire, Sujan, Nguyen-Huy, Thong, Deo, Ravinesh C., 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, pp. 1-24. https://doi.org/10.1016/j.susmat.2022.e00429Article
Hybrid deep CNN-SVR algorithm for solar radiation prediction problems in Queensland, Australia
Ghimire, Sujan, Bhandari, Binayak, Casillas-Perez, David, Deo, Ravinesh C. and Salcedo-sanz, Sancho. 2022. "Hybrid deep CNN-SVR algorithm for solar radiation prediction problems in Queensland, Australia." Engineering Applications of Artificial Intelligence. 112, pp. 1-26. https://doi.org/10.1016/j.engappai.2022.104860Article
Boosting solar radiation predictions with global climate models, observational predictors and hybrid deep-machine learning algorithms
Ghimire, Sujan, Deo, Ravinesh C., 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, pp. 1-25. https://doi.org/10.1016/j.apenergy.2022.119063Article
Machine learning regression and classification methods for fog events prediction
Castillo-Boton, C., Casillas-Perez, D., Casanova-Mateo, C., Ghimire, S., Cerro-Prada, E., Gutierrez, P. A., Deo, R. C. and Salcedo-sanz, S.. 2022. "Machine learning regression and classification methods for fog events prediction." Atmospheric Research. 272, pp. 1-23. https://doi.org/10.1016/j.atmosres.2022.106157Article
Carer involvement with children and child-friendly book ownership in Bangladesh
Biswas, Raaj Kishore, Arusha, Anowara Rayhan, Ananna, Nurjahan, Kabir, Enamul and Bhowmik, Jahar. 2023. "Carer involvement with children and child-friendly book ownership in Bangladesh." Children and Society: the international journal of childhood and children's services. 37 (2), pp. 326-342. https://doi.org/10.1111/chso.12594Article
Differences in levels of E. coli contamination of point of use drinking water in Bangladesh
Hasan, Md. Masud, Hoque, Zahirul, Kabir, Enamul and Hossain, Shahadut. 2022. "Differences in levels of E. coli contamination of point of use drinking water in Bangladesh." PLoS One. 17 (5), pp. 1-12. https://doi.org/10.1371/journal.pone.0267386Article
Emotion Intensity and its Control for Emotional Voice Conversion
Zhou, Kun, Sisman, Berrak, Rana, Rajib, Schuller, Bjorn W. and Li, Haizhou. 2023. "Emotion Intensity and its Control for Emotional Voice Conversion." IEEE Transactions on Affective Computing. 14 (1), pp. 31-48. https://doi.org/10.1109/TAFFC.2022.3175578Article
Association of infant and child health characteristics with the hazard of any medical condition or disability in Australian children
Ahmad, Kabir, Keramat, Syed Afroz, Sathi, Nusrat Jahan, Kabir, Enamul and Khanam, Rasheda. 2022. "Association of infant and child health characteristics with the hazard of any medical condition or disability in Australian children." Archives of Public Health. 80, pp. 1-11. https://doi.org/10.1186/s13690-022-00913-3Article
An assessment of random forest technique using simulation study: illustration with infant mortality in Bangladesh
Rahman, Atikur, Hossain, Zakir, Kabir, Enamul and Rois, Rumana. 2022. "An assessment of random forest technique using simulation study: illustration with infant mortality in Bangladesh." Health Information Science and Systems. 10 (1), pp. 1-8. https://doi.org/10.1007/s13755-022-00180-0Article
Complex Dynamics of Solitons in Rotating Fluids
Ostrovsky, Lev A. and Stepanyants, Yury A.. 2022. "Complex Dynamics of Solitons in Rotating Fluids." Volchenkov, Dimitri and Machado, J. A. Tenreiro (ed.) Mathematical Methods in Modern Complexity Science. Switzerland. Springer. pp. 63-78Edited book (chapter)
The μ Arae Planetary System: Radial Velocities and Astrometry
Benedict, G. F., McArthur, B. E., Nelan, E. P., Wittenmyer, R., Barnes, R., Smotherman, H. and Horner, J.. 2022. "The μ Arae Planetary System: Radial Velocities and Astrometry." The Astronomical Journal. 163 (6), pp. 1-16. https://doi.org/10.3847/1538-3881/ac6ac8Article
TOI-1842b: A Transiting Warm Saturn Undergoing Reinflation around an Evolving Subgiant
Wittenmyer, Robert A., Clark, Jake T., Trifonov, Trifon, Addison, Brett C., Wright, Duncan J., Stassun, Keivan G., Horner, Jonathan, Lowson, Nataliea, Kielkopf, John, Kane, Stephen R., Plavchan, Peter, Shporer, Avi, Zhang, Hui, Bowler, Brendan P., Mengel, Matthew W., Okumura, Jack, Rabus, Markus, Johnson, Marshall C., Harbeck, Daniel, ..., Bouma, Luke G.. 2022. "TOI-1842b: A Transiting Warm Saturn Undergoing Reinflation around an Evolving Subgiant." The Astronomical Journal. 163 (2), pp. 1-15. https://doi.org/10.3847/1538-3881/ac3f39Article
HD 83443c: A Highly Eccentric Giant Planet on a 22 yr Orbit
Errico, Adriana, Wittenmyer, Robert A., Horner, Jonathan, Li, Zhexing, Brandt, G. Mirek, Kane, Stephen R., Fetherolf, Tara, Holt, Timothy R., Carter, Brad, Clark, Jake T., Butler, R. P., Tinney, C. G., Ballard, Sarah, Bowler, Brendan P., Kielkopf, John, Liu, Huigen, Plavchan, Peter P., Shporer, Avi, Zhang, Hui, ..., Okumura, Jack. 2022. "HD 83443c: A Highly Eccentric Giant Planet on a 22 yr Orbit." The Astronomical Journal. 163 (6), pp. 1-19. https://doi.org/10.3847/1538-3881/ac6589Article
A Mini-Neptune from TESS and CHEOPS Around the 120Myr Old AB Dor Member HIP 94235
Zhou, George, Wirth, Christopher P., Huang, Chelsea X., Venner, Alexander, Franson, Kyle, Quinn, Samuel N., Bouma, L. G., Kraus, Adam L., Mann, Andrew W., Newton, Elisabeth. R., Dragomir, Diana, Heitzmann, Alexis, Lowson, Nataliea, Douglas, Stephanie T., Battley, Matthew, Gillen, Edward, Triaud, Amaury, Latham, David W., Howell, Steve B., ..., Kunimoto, Michelle. 2022. "A Mini-Neptune from TESS and CHEOPS Around the 120Myr Old AB Dor Member HIP 94235." The Astronomical Journal. 163 (6), pp. 1-19. https://doi.org/10.3847/1538-3881/ac69e3Article
A novel empirical wavelet SODP and spectral entropy based index for assessing the depth of anaesthesia
Schmierer, Thomas, Li, Tianning and Li, Yan. 2022. "A novel empirical wavelet SODP and spectral entropy based index for assessing the depth of anaesthesia." Health Information Science and Systems. 10 (1), pp. 1-14. https://doi.org/10.1007/s13755-022-00178-8Article
Determinants of children ever born among ever-married women in Bangladesh: evidence from the Demographic and Health Survey 2017–2018
Rahman, Atikur, Hossain, Zakir, Rahman, Mohammad Lutfor and Kabir, Enamul. 2022. "Determinants of children ever born among ever-married women in Bangladesh: evidence from the Demographic and Health Survey 2017–2018." BMJ Open. 12 (6), pp. 1-11. https://doi.org/10.1136/bmjopen-2021-055223Article
A survey on deep reinforcement learning for audio‑based applications
Latif, Siddique, Cuayahuitl, Heriberto, Pervez, Farrukh, Shamshad, Fahad, Ali, Hafiz Shehbaz and Cambria, Erik. 2023. "A survey on deep reinforcement learning for audio‑based applications." Artificial Intelligence Review: an international survey and tutorial journal. 56 (3), p. 2193–2240. https://doi.org/10.1007/s10462-022-10224-2Article
FedStack: Personalized Activity Monitoring using Stacked Federated Learning
Shaik, Thanveer, Tao, Xiaohui, Higgins, Niall, Gururajan, Raj, Li, Yuefeng, Zhou, Xujuan and Acharya, U Rajendra. 2022. "FedStack: Personalized Activity Monitoring using Stacked Federated Learning." Knowledge-Based Systems. 257, pp. 1-14. https://doi.org/10.1016/j.knosys.2022.109929Article
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