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
4047 results found
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The Youngest Planet to Have a Spin-Orbit Alignment Measurement AU Mic b
Addison, Brett C., Horner, Jonathan, Wittenmyer, Robert A., Heitzmann, Alexis, Plavchan, Peter, Wright, Duncan J., Nicholson, Belinda A., Marshall, Jonathan P., Clark, Jake T., Gunther, Maximilian N., Kane, Stephen R., Hirano, Teruyuki, Wang, Songhu, Kielkopf, John, Shporer, Avi, Tinney, C. G., Zhang, Hui, Ballard, Sarah, Bedding, Timothy, ..., Wang, Xian-Yu. 2021. "The Youngest Planet to Have a Spin-Orbit Alignment Measurement AU Mic b." The Astronomical Journal. 162 (4), pp. 1-12. https://doi.org/10.3847/1538-3881/ac1685Article
Deep long asymmetric occultation in EPIC 204376071
Rappaport, S., Zhou, G., Vanderburg, A., Mann, A., Kristiansen, M. H., Olah, K., Jacobs, T. L., Newton, E., Omohundro, M. R., LaCourse, D., Schwengeler, H. M., Terentev, I. A., Latham, D. W., Bieryla, A., Soares-Furtado, M., Bouma, L. G., Ireland, M. J. and Irwin, J.. 2019. "Deep long asymmetric occultation in EPIC 204376071." Monthly Notices of the Royal Astronomical Society. 485 (2), pp. 2681-2693. https://doi.org/10.1093/mnras/stz537Article
Reflectionless wave propagation on shallow water with variable bathymetry and current
Churilov, Semyon M. and Stepanyants, Yury A.. 2021. "Reflectionless wave propagation on shallow water with variable bathymetry and current." Journal of Fluid Mechanics. 931, pp. 1-25. https://doi.org/10.1017/jfm.2021.935Article
The surface magnetic activity of the weak-line T Tauri stars TWA 7 and TWA 25
Nicholson, B. A., Hussain, G., Donati, J.-F., Wright, D., Folsom, C.P., Wittenmyer, R., Okumura, J. and Carter, B.D.. 2021. "The surface magnetic activity of the weak-line T Tauri stars TWA 7 and TWA 25." Monthly Notices of the Royal Astronomical Society. 504 (2), pp. 2461-2473. https://doi.org/10.1093/mnras/stab879Article
Planets around young active solar-type stars: assessing detection capabilities from a non-stabilized spectrograph
Heitzmann, A., Marsden, S. C., Petit, P., Mengel, M. W., Wright, D., Clerte, M., Millburn, I., Folsom, C. P., Addison, B. C., Wittenmyer, R. A. and Waite, I. A.. 2021. "Planets around young active solar-type stars: assessing detection capabilities from a non-stabilized spectrograph." Monthly Notices of the Royal Astronomical Society. 505 (4), pp. 4989-5011. https://doi.org/10.1093/mnras/stab1586Article
The GALAH survey: accreted stars also inhabit the Spite plateau
Simpson, Jeffrey D., Martell, Sarah L., Buder, Sven, Bland-Hawthorn, Joss, Casey, Andrew R., De Silva, Gayandhi M., D'Orazi, Valentina, Freeman, Ken C., Hayden, Michael, Kos, Janez, Lewis, Geraint F., Lind, Karin, Schlesinger, Katharine J., Sharma, Sanjib, Stello, Dennis, Zucker, Daniel B., Zwitter, Tomaz, Asplund, Martin, Da Costa, Gary, ..., Wyse, Rosemary F. G.. 2021. "The GALAH survey: accreted stars also inhabit the Spite plateau." Monthly Notices of the Royal Astronomical Society. 507 (1), pp. 43-54. https://doi.org/10.1093/mnras/stab2012Article
The GALAH survey: effective temperature calibration from the InfraRed Flux Method in the Gaia system
Casagrande, Luca, Lin, Jane, Rains, Adam D., Liu, Fan, Buder, Sven, Horner, Jonathan, Asplund, Martin, Lewis, Geraint F., Martell, Sarah L., Nordlander, Thomas, Stello, Dennis, Ting, Yuan-Sen, Wittenmyer, Robert A., Bland-Hawthorn, Joss, Casey, Andrew R., De Silva, Gayandhi M., D'Orazi, Valentina, Freeman, Ken C., Hayden, Michael R., ..., Zwitter, Tomaz. 2021. "The GALAH survey: effective temperature calibration from the InfraRed Flux Method in the Gaia system." Monthly Notices of the Royal Astronomical Society. 507 (2), pp. 2684-2696. https://doi.org/10.1093/mnras/stab2304Article
maelstrom: Forward modeling of pulsating stars in binaries
Hey, Daniel R., Murphy, Simon J., Foreman-Mackey, Dan, Bedding, Timothy R., Pope, Benjamin J.S. and Hogg, David W.. 2022. maelstrom: Forward modeling of pulsating stars in binaries . Astrophysics Source Code Library.Software
Discovery of post-mass-transfer helium-burning red giants using asteroseismology
Li, Yaguang, Bedding, Timothy R., Murphy, Simon J., Stello, Dennis, Chen, Yifan, Huber, Daniel, Joyce, Meridith, Marks, Dion, Zhang, Xianfei, Bi, Shaolan, Colman, Isabel L., Hayden, Michael R., Hey, Daniel R., Li, Gang, Montet, Benjamin T., Sharma, Sanjib and Wu, Yaqian. 2022. "Discovery of post-mass-transfer helium-burning red giants using asteroseismology ." Nature Astronomy. 6, pp. 673-680. https://doi.org/10.1038/s41550-022-01648-5Letter
Classifying Kepler light curves for 12 000 A and F stars using supervised feature-based machine learning
Barbara, Nicholas H., Bedding, Timothy R., Fulcher, Ben D., Murphy, Simon J. and Van Reeth, Timothy. 2022. "Classifying Kepler light curves for 12 000 A and F stars using supervised feature-based machine learning ." Monthly Notices of the Royal Astronomical Society. 514 (2), pp. 2793-280. https://doi.org/10.1093/mnras/stac1515Article
Double trouble: investigating the interaction of soilborne pathogens in wheat, using three-dimensional response surfaces
Rognoni, Bethany, Owen, Kirsty, Percy, Cassandra, Peitton, Lucas and Forknall, Clayton. 2022. "Double trouble: investigating the interaction of soilborne pathogens in wheat, using three-dimensional response surfaces." 11th Australasian Soilborne Disease Symposium. Cairns, Australia 01 - 05 Aug 2022 Australia.Other
PHANGS-MUSE: The H II region luminosity function of local star-forming galaxies
Santoro, Francesco, Kreckel, Kathryn, Belfiore, Francesco, Groves, Brent, Congiu, Enrico, Thilker, David A., Blanc, Guillermo A., Schinnerer, Eva, Ho, I.-Ting, Kruijssen, J. M. Diederik, Meidt, Sharon, Klessen, Ralf S., Schruba, Andreas, Querejeta, Miguel, Pessa, Ismael, Chevance, Mélanie, Kim, Jaeyeon, Emsellem, Eric, McElroy, Rebecca, ..., Williams, Thomas G.. 2022. "PHANGS-MUSE: The H II region luminosity function of local star-forming galaxies." Astronomy and Astrophysics: a European journal. 658. https://doi.org/10.1051/0004-6361/202141907Article
The PHANGS-MUSE survey. Probing the chemo-dynamical evolution of disc galaxies
Emsellem, Eric, Schinnerer, Eva, Santoro, Francesco, Belfiore, Francesco, Pessa, Ismael, McElroy, Rebecca, Blanc, Guillermo A., Congiu, Enrico, Groves, Brent, Ho, I. -Ting, Kreckel, Kathryn, Razza, Alessandro, Sanchez-Blazquez, Patricia, Egorov, Oleg, Faesi, Chris, Klessen, Ralf S., Leroy, Adam K., Meidt, Sharon, Querejeta, Miguel, ..., Williams, Thomas G.. 2022. "The PHANGS-MUSE survey. Probing the chemo-dynamical evolution of disc galaxies." Astronomy and Astrophysics. 659, p. A191. https://doi.org/10.1051/0004-6361/202141727Article
PHANGS-ALMA arcsecond CO(2-1) imaging of galaxies : J/ApJS/257/43
Leroy, Adam K., Schinnerer, Eva, Hughes, Annie, Rosolowsky, Erik, Pety, Jérôme, Schruba, Andreas, Usero, Antonio, Blanc, Guillermo A., Chevance, Mélanie, Emsellem, Eric, Faesi, Christopher M., Herrera, Cinthya N., Liu, Daizhong, Meidt, Sharon E., Querejeta, Miguel, Saito, Toshiki, Sandstrom, K., Sun, Jiayi, Williams, Thomas G., ..., Whitmore, Bradley. 2022. PHANGS-ALMA arcsecond CO(2-1) imaging of galaxies : J/ApJS/257/43 . https://doi.org/10.26093/cds/vizier.22570043Dataset
The Close AGN Reference Survey (CARS): IFU survey data and the BH mass dependence of long-term AGN variability
Husemann, B., Singha, M., Scharwächter, J., McElroy, R., Neumann, J., Smirnova-Pinchukova, I., Urrutia, T., Baum, S.A., Bennert, V. N., Combes, F., Croom, S. M., Davis, T. A., Fournier, Y., Galkin, A., Gaspari, M., Enke, H., Krumpe, M., O'Dea, C., Pérez-Torres, M., ..., Walcher, J.. 2022. "The Close AGN Reference Survey (CARS): IFU survey data and the BH mass dependence of long-term AGN variability." Astronomy and Astrophysics: a European journal. 659. https://doi.org/10.1051/0004-6361/202141312Article
The Gas-Star Formation Cycle in Nearby Star-forming Galaxies. II. Resolved Distributions of CO and Hα Emission for 49 PHANGS Galaxies
Pan, Hsi-An, Schinnerer, Eva, Hughes, Annie, Leroy, Adam, Groves, Brent, Barnes, Ashley Thomas, Belfiore, Francesco, Bigiel, Frank, Blanc, Guillermo A., Cao, Yixian, Chevance, Mélanie, Congiu, Enrico, Dale, Daniel A., Eibensteiner, Cosima, Emsellem, Eric, Faesi, Christopher M., Glover, Simon C. O., Grasha, Kathryn, Herrera, Cinthya N., ..., Williams, Thomas G.. 2022. "The Gas-Star Formation Cycle in Nearby Star-forming Galaxies. II. Resolved Distributions of CO and Hα Emission for 49 PHANGS Galaxies." The Astrophysical Journal: an international review of astronomy and astronomical physics. 927. https://doi.org/10.3847/1538-4357/ac474fArticle
The Close AGN Reference Survey (CARS): Data Release 1 and Beyond
McElroy, Rebecca, Singha, Mainak, Husemann, Bernd, Davis, Timothy A., Combes, Françoise, Scharwächter, Julia, Smirnova-Pinchukova, Irina, Pérez-Torres, Miguel, Gaspari, Massimo, Winkel, Nico, Bennert, Vardha N., Krumpe, Mirko, Urrutia, Tanya and Neumann, Justus. 2022. "The Close AGN Reference Survey (CARS): Data Release 1 and Beyond." The Messenger. 187, pp. 3-7. https://doi.org/10.18727/0722-6691/5263Article
The observability of galaxy merger signatures in nearby gas-rich spirals
McElroy, Rebecca, Bottrell, Connor, Hani, Maan H., Moreno, Jorge, Croom, Scott M., Hayward, Christopher C., Twum, Angela, Feldmann, Robert, Hopkins, Philip F., Hernquist, Lars and Husemann, Bernd. 2022. "The observability of galaxy merger signatures in nearby gas-rich spirals." Monthly Notices of the Royal Astronomical Society. 515 (3), pp. 3406-3419. https://doi.org/10.1093/mnras/stac1715Article
Environmental dependence of the molecular cloud lifecycle in 54 main-sequence galaxies
Kim, Jaeyeon, Chevance, Mélanie, Kruijssen, J. M. Diederik, Leroy, Adam K., Schruba, Andreas, Barnes, Ashley T., Bigiel, Frank, Blanc, Guillermo A., Cao, Yixian, Congiu, Enrico, Dale, Daniel A., Faesi, Christopher M., Glover, Simon C. O., Grasha, Kathryn, Groves, Brent, Hughes, Annie, Klessen, Ralf S., Kreckel, Kathryn, McElroy, Rebecca, ..., Williams, T.G.. 2022. "Environmental dependence of the molecular cloud lifecycle in 54 main-sequence galaxies." Monthly Notices of the Royal Astronomical Society. 516 (2), pp. 3006-3028. https://doi.org/10.1093/mnras/stac2339Article
Robust cross-network node classification via constrained graph mutual information
Yang, Shuiqiao, Cai, Borui, Cai, Taotao, Song, Xiangyu, Jiang, Jiaojiao, Li, Bing and Li, Jianxin. 2022. "Robust cross-network node classification via constrained graph mutual information." Knowledge-Based Systems. 257. https://doi.org/10.1016/j.knosys.2022.109852Article
A survey on deep learning based knowledge tracing
Song, Xiangyu, Li, Jianxin, Cai, Taotao, Yang, Shuiqiao, Yang, Tingting and Liu, Chengfei. 2022. "A survey on deep learning based knowledge tracing." Knowledge-Based Systems. 258. https://doi.org/10.1016/j.knosys.2022.110036Article
Target-Aware Holistic Influence Maximization in Spatial Social Networks
Cai, Taotao, Li, Jianxin, Mian, Ajmal, Li, Rong-Hua, Sellis, Timos and Yu, Jeffrey Xu. 2022. "Target-Aware Holistic Influence Maximization in Spatial Social Networks ." IEEE Transactions on Knowledge and Data Engineering. 34 (4), pp. 1993-2007. https://doi.org/10.1109/TKDE.2020.3003047Article
Distant Supervision for E-commerce Query Segmentation via Attention Network
Li, Zhao, Ding, Donghui, Zou, Pengcheng, Gong, Yu, Chen, Xi, Zhang, Ji, Gao, Jianliang, Wu, Youxi and Duan, Yucong. 2022. "Distant Supervision for E-commerce Query Segmentation via Attention Network." Gao, Honghao, Kim, Jung Yoon, Hussain, Walayat, Iqbal, Muddesar and Duan, Yucong (ed.) Intelligent Processing Practices and Tools for E-Commerce Data, Information, and Knowledge. Switzerland . Springer. pp. 3-19Edited book (chapter)
A Deep Learning Framework for Removing Bias from Single-Photon Emission Computerized Tomography
Ying, Josh Jia-Ching, Yang, Wan-Ju, Zhang, Ji, Ni, Yu-Ching, Lin, Chia-Yu, Tseng, Fan-Pin and Tao, Xiaohui. 2022. "A Deep Learning Framework for Removing Bias from Single-Photon Emission Computerized Tomography." 18th International Conference on Advanced Data Mining and Applications (ADMA 2022). Brisbane, Australia 28 - 30 Nov 2022 Switzerland. https://doi.org/10.1007/978-3-031-22064-7_21Paper
Enhanced Simple Question Answering with Contrastive Learning
Wang, Xin, Yang, Lan, He, Honglian, Fang, Yu, Zhan, Huayi and Zhang, Ji. 2022. "Enhanced Simple Question Answering with Contrastive Learning." 15th International Conference on Knowledge Science, Engineering and Management (KSEM 2022). Singapore 06 - 08 Aug 2022 Switzerland . Springer. https://doi.org/10.1007/978-3-031-10983-6_39Paper
Towards Efficient Discovery of Periodic-Frequent Patterns in Dense Temporal Databases Using Complements
Veena, P., Sreepada, Tarun, Kiran, R. Uday, Dao, Minh-Son, Zettsu, Koji, Watanobe, Yutaka and Zhang, Ji. 2022. "Towards Efficient Discovery of Periodic-Frequent Patterns in Dense Temporal Databases Using Complements." 33rd International Conference on Database and Expert Systems Applications (DEXA 2022). Vienna, Austria 22 - 24 Aug 2022 Switzerland . Springer. https://doi.org/10.1007/978-3-031-12426-6_16Paper
Twinkle: a small satellite spectroscopy mission for the next phase of exoplanet science
Wright, Duncan. 2022. "Twinkle: a small satellite spectroscopy mission for the next phase of exoplanet science ." Space Telescopes and Instrumentation 2022: Optical, Infrared, and Millimeter Wave. Québec, Canada 18 - 23 Jul 2022 United States . SPIE. https://doi.org/10.1117/12.2641373Paper
Educational Decision Support System Adopting Sentiment Analysis on Student Feedback
Shaik, Thanveer, Tao, Xiaohui, Dann, Chris, Quadrelli, Carol, Li, Yan and O’Neill, Shirley. 2022. "Educational Decision Support System Adopting Sentiment Analysis on Student Feedback." 2022 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT). Niagara Falls, Canada 17 - 20 Nov 2022 United States. IEEE (Institute of Electrical and Electronics Engineers). https://doi.org/10.1109/WI-IAT55865.2022.00062Paper
Effective and Robust Boundary-Based Outlier Detection Using Generative Adversarial Networks
Liang, Qiliang, Zhang, Ji, Bah, Mohamed Jaward, Li, Hongzhou, Chang, Liang and Kiran, Rage Uday. 2022. "Effective and Robust Boundary-Based Outlier Detection Using Generative Adversarial Networks." 33rd International Conference on Database and Expert Systems Applications (DEXA 2022). Vienna, Austria 22 - 24 Aug 2022 Switzerland. Springer. https://doi.org/10.1007/978-3-031-12426-6_14Paper
Logit Perturbation
Li, Mengyang, Su, Fengguang, Wu, Ou and Zhang, Ji. 2022. "Logit Perturbation." 36th AAAI Conference on Artificial Intelligence (AAAI 2022). 22 Feb - 01 Mar 2022 United Sates. https://doi.org/10.1609/aaai.v36i2.20024Paper
Skeleton-Based Mutual Action Recognition Using Interactive Skeleton Graph and Joint Attention
Jia, Xiangze, Zhang, Ji, Wang, Zhen, Luo, Yonglong, Chen, Fulong and Yang, Gaoming. 2022. "Skeleton-Based Mutual Action Recognition Using Interactive Skeleton Graph and Joint Attention." 33rd International Conference on Database and Expert Systems Applications (DEXA 2022). Vienna, Austria 22 - 24 Aug 2022 Switzerland . Springer. https://doi.org/10.1007/978-3-031-12426-6_9Paper
JointContrast: Skeleton-Based Mutual Action Recognition with Contrastive Learning
Jia, Xiangze, Zhang, Ji, Wang, Zhen, Luo, Yonglong, Chen, Fulong and Xiao, Jing. 2022. "JointContrast: Skeleton-Based Mutual Action Recognition with Contrastive Learning." 19th Pacific Rim International Conference on Artificial Intelligence (PRICAI 2022). Shanghai, China 10 - 13 Nov 2022 Switzerland . Springer. https://doi.org/10.1007/978-3-031-20868-3_35Paper
Automated Knowledge Graph Construction for Healthcare Domain
Jaworsky, Markian, Tao, Xiaohui, Yong, Jianming, Pan, Lei, Zhang, Ji and Pokhrel, Shiva. 2022. "Automated Knowledge Graph Construction for Healthcare Domain." 11th International Conference on Health Information Science (HIS 2022). Biarritz, France 28 - 30 Oct 2022 Switzerland . https://doi.org/10.1007/978-3-031-20627-6_24Paper
TAGCN: Typed Attention Graph Convolutional Networks for Entity Alignment in Cross-lingual Knowledge Graphs
Gao, Jianliang, Li, Zhao, Xiong, Fan, Liu, Xiangyue, Xiao, Jie, Wang, Biao and Zhang, Ji. 2022. "TAGCN: Typed Attention Graph Convolutional Networks for Entity Alignment in Cross-lingual Knowledge Graphs." 2021 IEEE 23rd International Conference on High Performance Computing and Communications (HPCC). Hainan, China 20 - 22 Dec 2021 United States. IEEE (Institute of Electrical and Electronics Engineers). https://doi.org/10.1109/HPCC-DSS-SmartCity-DependSys53884.2021.00306Paper
A Secured Movie Recommendation System using Decentralized Blockchain Network
Abduljabbar, Tamara Abdulmunim, Tao, Xiaohui, Zhang, Ji, Yong, Jianming and Zhou, Xujuan. 2022. "A Secured Movie Recommendation System using Decentralized Blockchain Network." 9th International Conference on Behavior, Economic and Social Computing (BESC 2022). Matsuyama, Japan 29 202 - 31 Oct 2022 United States. IEEE (Institute of Electrical and Electronics Engineers). https://doi.org/10.1109/BESC57393.2022.9995357Paper
Campus Network Intrusion Detection based on Federated Learning
Chen, Junjun, Guo, Qiang, Fu, Zhongnan, Shang, Qun, Ma, Hao and Wu, Di. 2022. "Campus Network Intrusion Detection based on Federated Learning." 2022 International Joint Conference on Neural Networks (IJCNN). Padua, Italy 18 - 23 Jul 2022 United States. IEEE (Institute of Electrical and Electronics Engineers). https://doi.org/10.1109/IJCNN55064.2022.9892843Paper
From distributed machine learning to federated learning: In the view of data privacy and security
Shen, Sheng, Zhu, Tianqing, Wu, Di, Wang, Wei and Zhou, Wanlei. 2022. "From distributed machine learning to federated learning: In the view of data privacy and security." Concurrency and Computation: Practice and Experience. 34 (16). https://doi.org/10.1002/cpe.6002Article
A Blockchain-based Multi-layer Decentralized Framework for Robust Federated Learning
Wu, Di, Wang, Nai, Zhang, Jiale, Zhang, Yuan, Xiang, Yong and Gao, Longxiang. 2022. "A Blockchain-based Multi-layer Decentralized Framework for Robust Federated Learning." 2022 International Joint Conference on Neural Networks (IJCNN). Padua, Italy 18 - 23 Jul 2022 IEEE (Institute of Electrical and Electronics Engineers). https://doi.org/10.1109/IJCNN55064.2022.9892039Paper
Detecting and mitigating poisoning attacks in federated learning using generative adversarial networks
Zhao, Ying, Chen, Junjun, Zhang, Jiale, Wu, Di, Blumenstein, Michael and Yu, Shui. 2022. "Detecting and mitigating poisoning attacks in federated learning using generative adversarial networks." Concurrency and Computation: Practice and Experience. 34 (7). https://doi.org/10.1002/cpe.5906Article
IMA genome‑F17: Draft genome sequences of an Armillaria species from Zimbabwe, Ceratocystis colombiana, Elsinoë necatrix, Rosellinia necatrix, two genomes of Sclerotinia minor, short‑read genome assemblies and annotations of four Pyrenophora teres isolates from barley grass, and a long-read genome assembly of Cercospora zeina
Wingfield, Brenda D., Berger, Dave K., Coetzee, Martin P. A., Duong, Tuan A., Martin, Anke, Pham, Nam Q., van denBerg, Noelani, Wilken, P. Markus, Arun‑Chinnappa, Kiruba Shankari., Barnes, Irene, Buthelezi, Sikelela, Dahanayaka, Buddhika Amarasinghe, Durán, Alvaro, Engelbrecht, Juanita, Feurtey, Alice, Fourie, Arista, Fourie, Gerda, Hartley, Jesse, Kabwe, Eugene N. K., ..., Wingfield, Michael J.. 2022. "IMA genome‑F17: Draft genome sequences of an Armillaria species from Zimbabwe, Ceratocystis colombiana, Elsinoë necatrix, Rosellinia necatrix, two genomes of Sclerotinia minor, short‑read genome assemblies and annotations of four Pyrenophora teres isolates from barley grass, and a long-read genome assembly of Cercospora zeina ." IMA Fungus: the global mycological journal. 13 (1). https://doi.org/10.1186/s43008-022-00104-3Article
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