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
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The winds of young Solar-type stars in the Hyades
Evensberget, D., Carter, B. D., Marsden, S. C., Brookshaw, L. and Folsom, C. P.. 2021. "The winds of young Solar-type stars in the Hyades." Monthly Notices of the Royal Astronomical Society. 506 (2), pp. 2309-2335. https://doi.org/10.1093/mnras/stab1696Article
The Obliquity of HIP 67522 b: A 17 Myr Old Transiting Hot, Jupiter-sized Planet
Heitzmann, Alexis, Zhou, George, Quinn, Samuel N., Marsden, Stephen C., Wright, Duncan, Petit, Pascal, Vanderburg, Andrew M., Bouma, Luke G., Mann, Andrew W. and Rizzuto, Aaron C.. 2021. "The Obliquity of HIP 67522 b: A 17 Myr Old Transiting Hot, Jupiter-sized Planet." The Astrophysical Journal Letters. 922 (1), pp. 1-6. https://doi.org/10.3847/2041-8213/ac3485Article
Evolution of brightness and magnetic features of young solar-type stars – I. The young G star HIP 89829
Perugini, G. M., Marsden, S. C., Waite, I. A., Jeffers, S. V., Piskunov, N., Shaw, N., Burton, D. M., Mengel, M. W., Hughes, J E and Hebrard, E. M.. 2021. "Evolution of brightness and magnetic features of young solar-type stars – I. The young G star HIP 89829." Monthly Notices of the Royal Astronomical Society. 508 (3), pp. 3304-3320. https://doi.org/10.1093/mnras/stab2711Article
EmoChannelAttn: Exploring Emotional Construction Towards Multi-Class Emotion Classification
Li, Zongxi, Chen, Xinhong, Xie, Haoran, Li, Qing and Tao, Xiaohui. 2021. "EmoChannelAttn: Exploring Emotional Construction Towards Multi-Class Emotion Classification." He, Jing, Purohit, Hemant, Huang, Guangyan, Gao, Xiaoying and Deng, Ke (ed.) 2020 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT 2020). Melbourne, Australia 14 - 17 Dec 2020 Massachusetts, United States. https://doi.org/10.1109/WIIAT50758.2020.00036Paper
Feature-aware unsupervised learning with joint variational attention and automatic clustering
Wang, Ru, Li, Lin, Wang, Peipei, Tao, Xiaohui and Liu, Peiyu. 2021. "Feature-aware unsupervised learning with joint variational attention and automatic clustering." 25th International Conference on Pattern Recognition (ICPR 2020). Milan, Italy 10 - 15 Jan 2021 United States. https://doi.org/10.1109/ICPR48806.2021.9412522Paper
Learning Cooperative Max-Pressure Control by Leveraging Downstream Intersections Information for Traffic Signal Control
Peng, Yuquan, Li, Lin, Xie, Qing and Tao, Xiaohui. 2021. "Learning Cooperative Max-Pressure Control by Leveraging Downstream Intersections Information for Traffic Signal Control." U, Leong Hou, Spaniol, Marc, Sakurai, Yasushi and Chen, Junying (ed.) 5th International Joint Conference on Asia-Pacific Web and Web-Age Information Management, Part II (APWeb-WAIM 2021). Guangzhou, China 23 - 25 Aug 2021 Switzerland. Springer. https://doi.org/10.1007/978-3-030-85899-5_29Paper
Context-aware Adaptive Outlier Detection in Trajectory Data
Danda, Srinivas, Zhang, Ji, Tao, Xiaohui, Chun-Wei, Jerry and Zhang, Wenbin. 2020. "Context-aware Adaptive Outlier Detection in Trajectory Data." Wu, Xintao, Jermaine, Chris, Xiong, Li, Hu, Xiaohua, Kotevska, Olivera, Lu, Siyuan, Xu, Weija, Aluru, Srinivas, Zhai, Chengxiang, Al-Masri, Eyhab, Chen, Zhiyuan and Saltz, Jeff (ed.) 8th IEEE International Conference on Big Data (2020). Atlanta, United States 10 - 13 Dec 2020 United States. https://doi.org/10.1109/BigData50022.2020.9378046Paper
Pulsating stars in binary systems : a review
Murphy, Simon J.. 2018. "Pulsating stars in binary systems : a review." PHOST - Physics of Oscillating Stars (2018). Banyuls-sur-mer (France) 02 - 07 Sep 2018Paper
Period spacings of γ Doradus pulsators in the Kepler field: detection methods and application to 22 slow rotators
Li, Gang, Bedding, Timothy R., Murphy, Simon J., Van Reeth, Timothy, Antoci, Victoria and Ouazzani, Rhita-Maria. 2018. "Period spacings of γ Doradus pulsators in the Kepler field: detection methods and application to 22 slow rotators." Monthly Notices of the Royal Astronomical Society. 482 (2), pp. 1757-1785. https://doi.org/10.1093/mnras/sty2743Article
Exploring the Brain Information Processing Mechanisms from Functional Connectivity to Translational Applications
Kuai, Hongzhi, Chen, Jianhui, Tao, Xiaohui, Imamura, Kazuyuki, Liang, Peipeng and Zhong, Ning. 2021. "Exploring the Brain Information Processing Mechanisms from Functional Connectivity to Translational Applications." Mahmud, Mufti, Kaiser, M. Shamim, Vassanelli, Stefano, Dai, Qionghai and Zhong, Ning (ed.) 14th International Conference on Brain Informatics (BI 2021). Online Cham, Switzerland. https://doi.org/10.1007/978-3-030-86993-9_10Paper
What is Next when Sequential Prediction Meets Implicitly Hard Interaction?
Hu, Kaixi, Li, Lin, Xie, Qing, Liu, Jianquan and Tao, Xiaohui. 2021. "What is Next when Sequential Prediction Meets Implicitly Hard Interaction?" 30th ACM International Conference on Information and Knowledge Management (CIKM 2021). Queensland, Australia 01 - 05 Nov 2021 New York, United States. https://doi.org/10.1145/3459637.3482492Paper
Event Detection in Social Media via Graph Neural Network
Gao, Wang, Fang, Yuan, Li, Lin and Tao, Xiaohui. 2021. "Event Detection in Social Media via Graph Neural Network." Zhang, Wenjie, Zou, Lei, Maamar, Zakaria and Chen, Lu (ed.) 22nd International Conference on Web Information Systems Engineering, Part I (WISE 2021). Melbourne, Australia 26 - 29 Oct 2021 Switzerland. Springer. https://doi.org/10.1007/978-3-030-90888-1_28Paper
An integer linear programming model for binary knapsack problem with dependent item values
Mougouei, Davoud, Powers, David M.W. and Moeini, Ashgar. 2017. "An integer linear programming model for binary knapsack problem with dependent item values." Peng, Wei, Alahakoon, Damminda and Li, Xiaodong (ed.) 30th Australasian Joint Conference on Artificial Intelligence (AI 2017). Melbourne, Australia 19 - 20 Aug 2017 Switzerland. https://doi.org/10.1007/978-3-319-63004-5_12Paper
Operationalizing human values in software: A research roadmap
Mougouei, Davoud, Perera, Harsha, Hussain, Waqar, Shams, Rifat and Whittle, Jon. 2018. "Operationalizing human values in software: A research roadmap." Leavens, Gary T., Garcia, Alessandro and Pasareanu, Corina S. (ed.) 26th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE 2018). Lake Buena Vista, United States 04 - 09 Nov 2018 United States. https://doi.org/10.1145/3236024.3264843Paper
Integrating Social Values into Software Design Patterns
Hussain, Waqar, Mougouei, Davoud and Whittle, Jon. 2018. "Integrating Social Values into Software Design Patterns." 2018 ACM/IEEE International Workshop on Software Fairness: Fairware (ACM 2018). Gothenburg, Sweden 29 May 2018 United States. https://doi.org/10.1145/3194770.3194777Paper
Privacy Enhanced Speech Emotion Communication using Deep Learning Aided Edge Computing
Ali, Hafiz Shehbaz, Hassan, Fakhar ul, Latif, Siddique, Manzoor, Habib Ullah and Qadir, Junaid. 2021. "Privacy Enhanced Speech Emotion Communication using Deep Learning Aided Edge Computing." IEEE International Conference on Communications Workshops (2021). Montreal, Canada 14 - 23 Jun 2021 United States. https://doi.org/10.1109/ICCWorkshops50388.2021.9473669Paper
Novel hybrid deep learning model for satellite based PM10 forecasting in the most polluted Australian hotspots
Sharma, Ekta, Deo, Ravinesh C., Soar, Jeffrey, Prasad, Ramendra, Parisi, Alfio V. and Raj, Nawin. 2022. "Novel hybrid deep learning model for satellite based PM10 forecasting in the most polluted Australian hotspots." Atmospheric Environment. 279, pp. 1-13. https://doi.org/10.1016/j.atmosenv.2022.119111Article
New double decomposition deep learning methods for river water level forecasting
Ahmed, A. A. Masrur, Deo, Ravinesh C., Ghahramani, Afshin, Feng, Qi, Raj, Nawin, Yin, Zhenliang and Yang, Linshan. 2022. "New double decomposition deep learning methods for river water level forecasting." Science of the Total Environment. 831, pp. 1-21. https://doi.org/10.1016/j.scitotenv.2022.154722Article
Degenerate lump interactions within the Kadomtsev-Petviashvili equation
Zhang, Zhao, Li, Biao, Chen, Junchao, Guo, Qi and Stepanyants, Yury. 2022. "Degenerate lump interactions within the Kadomtsev-Petviashvili equation." Communications in Nonlinear Science and Numerical Simulation. 112, pp. 1-14. https://doi.org/10.1016/j.cnsns.2022.106555Article
Asteroseismology of 1523 misclassified red giants using Kepler data
Yu, Jie, Huber, Daniel, Bedding, Timothy R., Stello, Dennis, Murphy, Simon J., Xiang, Maosheng, Bi, Shaolan and Li, Tanda. 2016. "Asteroseismology of 1523 misclassified red giants using Kepler data." Monthly Notices of the Royal Astronomical Society. 463 (2), pp. 1297-1306. https://doi.org/10.1093/mnras/stw2074Article
Spectroscopic and asteroseismic analysis of the remarkable main-sequence A star KIC 11145123
Takada-Hidai, Masahide, Kurtz, Donald W., Shibahashi, Hiromoto, Murphy, Simon J., Takata, Masao, Saio, Hideyuki and Sekii, Takashi. 2017. "Spectroscopic and asteroseismic analysis of the remarkable main-sequence A star KIC 11145123." Monthly Notices of the Royal Astronomical Society. 470 (4), pp. 4908-4924. https://doi.org/10.1093/mnras/stx1506Article
Pulsation versus metallicism in Am stars as revealed by LAMOST and WASP
Smalley, B., Antoci, V., Holdsworth, D. L., Kurtz, D. W., Murphy, S. J., De Cat, P., Anderson, D. R., Catanzaro, G., Collier Cameron, A., Hellier, C., Maxted, P. F. L., Norton, A. J., Pollacco, D., Ripepi, V., West, R. G. and Wheatley, P. J.. 2016. "Pulsation versus metallicism in Am stars as revealed by LAMOST and WASP." Monthly Notices of the Royal Astronomical Society. 465 (3), pp. 2662-2670. https://doi.org/10.1093/mnras/stw2903Article
Theory and evidence of global Rossby waves in upper main-sequence stars: r-mode oscillations in many Kepler stars
Saio, Hideyuki, Kurtz, Donald W., Murphy, Simon J., Antoci, Victoria L. and Lee, Umin. 2017. "Theory and evidence of global Rossby waves in upper main-sequence stars: r-mode oscillations in many Kepler stars." Monthly Notices of the Royal Astronomical Society. 474 (2), pp. 2774-2786. https://doi.org/10.1093/mnras/stx2962Article
A new asteroseismic diagnostic for internal rotation in γ Doradus stars
Ouazzani, Rhita-Maria, Salmon, S. J. A. J., Antoci, V., Bedding, T. R., Murphy, S. J. and Roxburgh, I. W.. 2016. "A new asteroseismic diagnostic for internal rotation in γ Doradus stars." Monthly Notices of the Royal Astronomical Society. 465 (2), pp. 2294-2309. https://doi.org/10.1093/mnras/stw2717Article
Spectroscopic survey of Kepler stars – II. FIES/NOT observations of A- and F-type stars
Niemczura, E., Polinska, M., Murphy, S. J., Smalley, B., Kolaczkowski, Z., Jessen-Hansen, J., Uytterhoeven, K., Lykke, J. M., Trivino Hage, A. and Michalska, G.. 2017. "Spectroscopic survey of Kepler stars – II. FIES/NOT observations of A- and F-type stars." Monthly Notices of the Royal Astronomical Society. 470 (3), pp. 2870-2889. https://doi.org/10.1093/mnras/stx1256Article
Metal-rich SX Phe stars in the Kepler field
Nemec, James M., Balona, Luis A., Murphy, Simon J., Kinemuchi, Karen and Jeon, Young-Beom. 2016. "Metal-rich SX Phe stars in the Kepler field." Monthly Notices of the Royal Astronomical Society. 466 (2), pp. 1290-1329. https://doi.org/10.1093/mnras/stw3072Article
Finding binaries from phase modulation of pulsating stars with Kepler – IV. Detection limits and radial velocity verification
Murphy, Simon J., Shibahashi, Hiromoto and Bedding, Timothy R.. 2016. "Finding binaries from phase modulation of pulsating stars with Kepler – IV. Detection limits and radial velocity verification." Monthly Notices of the Royal Astronomical Society. 461 (4), pp. 4215-4226. https://doi.org/10.1093/mnras/stw1622Article
Gaia's view of the λ Boo star puzzle
Murphy, Simon J. and Paunzen, Ernst. 2016. "Gaia's view of the λ Boo star puzzle." Monthly Notices of the Royal Astronomical Society. 466 (1), pp. 546-555. https://doi.org/10.1093/mnras/stw3141Article
Near-uniform internal rotation of the main-sequence γ Doradus pulsator KIC 7661054
Murphy, Simon J., Fossati, Luca, Bedding, Timothy R., Saio, Hideyuki, Kurtz, Donald W., Grassitelli, Luca and Wang, Edric S.. 2016. "Near-uniform internal rotation of the main-sequence γ Doradus pulsator KIC 7661054." Monthly Notices of the Royal Astronomical Society. 459 (2), pp. 1201-1212. https://doi.org/10.1093/mnras/stw705Article
A Planet in an 840 Day Orbit around a Kepler Main-sequence A Star Found from Phase Modulation of Its Pulsations
Murphy, Simon J., Bedding, Timothy R. and Shibahashi, Hiromoto. 2016. "A Planet in an 840 Day Orbit around a Kepler Main-sequence A Star Found from Phase Modulation of Its Pulsations." The Astrophysical Journal Letters. 827 (1), pp. 1-4. https://doi.org/10.3847/2041-8205/827/1/L17Article
Modelling Kepler red giants in eclipsing binaries: calibrating the mixing-length parameter with asteroseismology
Li, Tanda, Bedding, Timothy R., Huber, Daniel, Ball, Warrick H., Stello, Dennis, Murphy, Simon J. and Bland-Hawthorn, Joss. 2017. "Modelling Kepler red giants in eclipsing binaries: calibrating the mixing-length parameter with asteroseismology." Monthly Notices of the Royal Astronomical Society. 475 (1), pp. 981-998. https://doi.org/10.1093/mnras/stx3079Article
HD 24355 observed by the Kepler K2 mission: a rapidly oscillating Ap star pulsating in a distorted quadrupole mode
Holdsworth, Daniel L., Kurtz, Donald W., Smalley, Barry, Saio, Hideyuki, Handler, Gerald, Murphy, Simon J. and Lehmann, Holger. 2016. "HD 24355 observed by the Kepler K2 mission: a rapidly oscillating Ap star pulsating in a distorted quadrupole mode." Monthly Notices of the Royal Astronomical Society. 462 (1), pp. 876-892. https://doi.org/10.1093/mnras/stw1711Article
KIC 3749404: a heartbeat star with rapid apsidal advance indicative of a tertiary component
Hambleton, K., Kurtz, D. W., Prsa, A., Quinn, S. N., Fuller, J., Murphy, S. J., Thompson, S. E., Latham, D. W. and Shporer, A.. 2016. "KIC 3749404: a heartbeat star with rapid apsidal advance indicative of a tertiary component." Monthly Notices of the Royal Astronomical Society. 463 (2), pp. 1199-1212. https://doi.org/10.1093/mnras/stw1970Article
KIC 8164262: a heartbeat star showing tidally induced pulsations with resonant locking
Hambleton, K., Fuller, J., Thompson, S., Prsa, A., Kurtz, D. W., Shporer, A., Isaacson, H., Howard, A. W., Endl, M., Cochran, W. and Murphy, S. J.. 2017. "KIC 8164262: a heartbeat star showing tidally induced pulsations with resonant locking." Monthly Notices of the Royal Astronomical Society. 473 (4), pp. 5165-5176. https://doi.org/10.1093/mnras/stx2673Article
Detection of Solar-like Oscillations, Observational Constraints, and Stellar Models for θ Cyg, the Brightest Star Observed By the Kepler Mission
Guzik, J. A., Houdek, G., Chaplin, W. J., Smalley, B., Kurtz, D. W., Gilliland, R. L., Mullally, F., Rowe, J. F., Bryson, S. T., Still, M. D., Antoci, V., Appourchaux, T., Basu, S., Bedding, T. R., Benomar, O., Garcia, R. A., Huber, D., Kjeldsen, H., Latham, D. W., ..., Uytterhoeven, K.. 2016. "Detection of Solar-like Oscillations, Observational Constraints, and Stellar Models for θ Cyg, the Brightest Star Observed By the Kepler Mission." The Astrophysical Journal: an international review of astronomy and astronomical physics. 831 (1), pp. 171-22. https://doi.org/10.3847/0004-637X/831/1/17Article
Large amplitude change in spot-induced rotational modulation of the Kepler Ap star KIC 2569073
Drury, Jason A., Murphy, Simon J., Derekas, Aliz, Sodor, Adam, Stello, Dennis, Kuehn, Charles A., Bedding, Timothy R., Bognar, Zsofia, Szigeti, Laszlo, Szakats, Robert, Sarneczky, Krisztian and Molnar, Laszlo. 2017. "Large amplitude change in spot-induced rotational modulation of the Kepler Ap star KIC 2569073." Monthly Notices of the Royal Astronomical Society. 471 (3), pp. 3193-3199. https://doi.org/10.1093/mnras/stx1722Article
Binary star detectability in Kepler data from phase modulation of different types of oscillations
Compton, D. L., Bedding, T. R., Murphy, S. J. and Stello, D.. 2016. "Binary star detectability in Kepler data from phase modulation of different types of oscillations." Monthly Notices of the Royal Astronomical Society. 461 (2), pp. 1943-1949. https://doi.org/10.1093/mnras/stw1092Article
Amplitude modulation in δ Sct stars: statistics from an ensemble study of Kepler targets
Bowman, Dominic M., Kurtz, Donald W., Breger, Michel, Murphy, Simon J. and Holdsworth, Daniel L.. 2016. "Amplitude modulation in δ Sct stars: statistics from an ensemble study of Kepler targets." Monthly Notices of the Royal Astronomical Society. 460 (2), pp. 1970-1989. https://doi.org/10.1093/mnras/stw1153Article
Alcoholic EEG signals recognition based on phase space dynamic and geometrical features
Sadiq, Muhammad Tariq, Akbar, Hesam, Siuly, Siuly, Li, Yan Li and Wen, Peng (Paul). 2022. "Alcoholic EEG signals recognition based on phase space dynamic and geometrical features." Chaos, Solitons and Fractals. 158, pp. 1-12. https://doi.org/10.1016/j.chaos.2022.112036Article
Contrastive and attentive graph learning for multi-view clustering
Wang, Ru, Li, Lin, Tao, Xiaohui, Wang, Peipei and Liu, Peiyu. 2022. "Contrastive and attentive graph learning for multi-view clustering." Information Processing and Management. 59 (4), pp. 1-14. https://doi.org/10.1016/j.ipm.2022.102967Article
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