School of Mathematics, Physics and Computing


TypeDepartment/Institute
Faculty/DepartmentAcademic Affairs
HeadProf Robert Sang
Director of ResearchDr Nawin Raj
Prof Yan Li

Latest research outputs

4105 results found
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The biocompatibility of a novel polyether ether ketone (PEEK) stoma device with human epidermal keratinocytes
Palmer, Aaron, Wadlow, Racheal, Chruscik, Anna, Maybery, Mathilde, Burey, Paulomi, Whiteside, Eliza and Walz, Nikita. 2026. "The biocompatibility of a novel polyether ether ketone (PEEK) stoma device with human epidermal keratinocytes." Biomaterials Advances. 178. https://doi.org/10.1016/j.bioadv.2025.214459

Article

Maternal health and child health disparities among Indigenous and non-Indigenous Australian children: Insights from repeated measures across infancy and adolescence
Afroz, Nahida, Kabir, Enamul, Alam, Khorshed and Hossain, Zakir. 2025. "Maternal health and child health disparities among Indigenous and non-Indigenous Australian children: Insights from repeated measures across infancy and adolescence." Social Science and Medicine. 381. https://doi.org/10.1016/j.socscimed.2025.118292

Article

Advancing DoA assessment through federated learning: A one-shot pseudo data approach
Schmierer, Thomas, Li, Tianning, Wu, Di and Li, Yan. 2025. "Advancing DoA assessment through federated learning: A one-shot pseudo data approach ." Neurocomputing. 634. https://doi.org/10.1016/j.neucom.2025.129812

Article

Reforming First-Year Engineering Mathematics Courses: A Study of Flipped-Classroom Pedagogy and Student Learning Outcomes
Raj, N., Sharma, E., Singh, N., Downs, N., Salmeron, R. and Galligan, L.. 2025. "Reforming First-Year Engineering Mathematics Courses: A Study of Flipped-Classroom Pedagogy and Student Learning Outcomes." Education Sciences. 15 (9). https://doi.org/10.3390/educsci15091124

Article

Predicting Sea-Level Extremes and Wetland Change in the Maroochy River Floodplain Using Remote Sensing and Deep Learning Approach
Raj, N., Singh, N., Downs, N. and Singh-Peterson, L.. 2025. "Predicting Sea-Level Extremes and Wetland Change in the Maroochy River Floodplain Using Remote Sensing and Deep Learning Approach." Remote Sensing. 17 (17). https://doi.org/https://doi.org/10.3390/rs17172988

Article

Improving Dry-Bulb Air Temperature Prediction Using a Hybrid Model Integrating Genetic Algorithms with a Fourier–Bessel Series Expansion-Based LSTM Model
Alabdally, H., Ali, M., Diykh, M., Deo, R., Aldhafeeri, A.A., Abdulla, S. and Farooque, A.. 2025. "Improving Dry-Bulb Air Temperature Prediction Using a Hybrid Model Integrating Genetic Algorithms with a Fourier–Bessel Series Expansion-Based LSTM Model." Forecasting. 7 (3). https://doi.org/https://doi.org/10.3390/forecast7030046

Article

AttentionPoolMobileNeXt: An automated construction damage detection model based on a new convolutional neural network and deep feature engineering models
Chadalavada, S., Aydin, M., Barua, P., Dogan, S., Tuncer, T., Chakraborty, S. and Acharya, R.. 2025. "AttentionPoolMobileNeXt: An automated construction damage detection model based on a new convolutional neural network and deep feature engineering models." Multimedia Tools and Applications.

Article

Socioeconomic status and dental service utilization among children and adolescents: systematic reviews and meta analysis
Senavirathna (Student), R., Kabir, E., Abebe, A M. and Khanam, R.. 2025. "Socioeconomic status and dental service utilization among children and adolescents: systematic reviews and meta analysis." BMC Oral Health. 25. https://doi.org/10.1186/s12903-025-06742-4

Article

Three-dimensional Orbit and Dynamical Masses of GJ 105 AC
Dedrick, Cayla M., Wright, Jason T., Eastman, Jason D., Blake, Cullen H., Johnson, Samson A., Plavchan, Peter, Johnson, John Asher, Sliski, David H., Wilson, Maurice L., Wittenmyer, Robert A., Barclay, Thomas, Horner, Jonathan, Kane, Stephen R. and Wang, Sharon X.. 2025. "Three-dimensional Orbit and Dynamical Masses of GJ 105 AC." The Astrophysical Journal: an international review of astronomy and astronomical physics. 985 (2). https://doi.org/10.3847/1538-4357/adc564

Article

Asteroseismology of the G8 subgiant β Aquilae with SONG-Tenerife, SONG-Australia and TESS
Kjeldsen, Hans, Bedding, Timothy R., Li, Yaguang, Grundahl, Frank, Andersen, Mads, Wright, Duncan J., Soutter, Jack, Wittenmyer, Rob, Reyes, Claudia, Stello, Dennis, Crawford, Courtney, Zhou, Yixiao, Clerte, Mathieu, Palle, Pere L., Simon-Diaz, Sergio, Christensen-Dalsgaard, Jørgen, Handberg, Rasmus, Hansen, Hasse, Heeren, Paul, ..., Murphy, Simon J.. 2025. "Asteroseismology of the G8 subgiant β Aquilae with SONG-Tenerife, SONG-Australia and TESS." Astronomy and Astrophysics: a European journal. 700. https://doi.org/10.1051/0004-6361/202554633

Article

DMPat-based SOXFE: investigations of the violence detection using EEG signals
Yildirim, Kubra, Keles, Tugce, Dogan, Sengul, Tuncer, Turker, Tasci, Irem, Hafeez-Baig, Abdul, Barua, Prabal Datta and Acharya, U. R.. 2025. "DMPat-based SOXFE: investigations of the violence detection using EEG signals ." Cognitive Neurodynamics. 19. https://doi.org/10.1007/s11571-025-10266-6

Article

Deep learning techniques for automated coronary artery segmentation and coronary artery disease detection: A systematic review of the last decade (2013-2024)
Yaman, Suleyman, Aslan, Ozkan, Güler, Hasan, Sengur, Abdulkadir, Hafeez-Baig, Abdul, Tan, Ru-San, Deo, Ravinesh C, Barua, Prabal Datta and Acharya, U. Rajendra. 2025. "Deep learning techniques for automated coronary artery segmentation and coronary artery disease detection: A systematic review of the last decade (2013-2024)." Computer Methods and Programs in Biomedicine. 268. https://doi.org/doi:10.1016/j.cmpb.2025.108858

Article

The Close AGN Reference Survey (CARS): Long-term spectral variability study of the changing-look AGN Mrk 1018
Saha, T., Krumpe, M., Markowitz, A., Powell, M., Leung, G., Combes, F., McElroy, R. E., Elford, J. S., Gaspari, M., Winkel, N., Coil, A. L., Urrutia, T. and McElroy, R.. 2025. "The Close AGN Reference Survey (CARS): Long-term spectral variability study of the changing-look AGN Mrk 1018." Astronomy and Astrophysics. 699, p. A205. https://doi.org/10.1051/0004-6361/202554707

Contribution to Journal

The Close AGN Reference Survey (CARS): a comparison between sub-mm and optical AGN diagnostic diagrams
Elford, Jacob S., Davis, Timothy A., Ruffa, Ilaria, Baum, Stefi A., Combes, Francoise, Gaspari, Massimo, McElroy, Rebecca, O'Dea, Christopher P., Omoruyi, Osase, Singha, Mainak, Tremblay, Grant R., Winkel, Nico and McElroy, R.. 2025. "The Close AGN Reference Survey (CARS): a comparison between sub-mm and optical AGN diagnostic diagrams." Monthly Notices of the Royal Astronomical Society. 541, pp. 1994-2007. https://doi.org/10.1093/mnras/staf1096

Contribution to Journal

Sesame Grower Guide Factsheet
Rixon, C., Adorada, D., Umansky, F., Chauhan, B., Bhattarai, S., Biggs, I and Trotter, T.. 2025. Sesame Grower Guide Factsheet. Australia. CRC for Developing Northern Australia.

Manual/Instructions

Kalonji Grower Guide Factsheet
Rixon, C., Adorada, D., Umansky, M., Chauhan, B., Bhattarai, S., Biggs, I. and Trotter, T.. 2025. Kalonji Grower Guide Factsheet. Australia. CRC for Developing Northern Australia.

Manual/Instructions

Fennel Seed Grower Guide Factsheet
Rixon, C., Adorada, D., Umansky, M., Chauhan, B., Bhattarai, S., Biggs, I. and Trotter, T.. 2025. Fennel Seed Grower Guide Factsheet. Australia. CRC for Developing Northern Australia.

Manual/Instructions

Continual Text-to-Video Retrieval with Frame Fusion and Task-Aware Routing
Zhao, Zecheng, Chen, Zhi, Huang, Zi, Sadiq, Shazia and Chen, Tong. 2025. "Continual Text-to-Video Retrieval with Frame Fusion and Task-Aware Routing." 48th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR '25). Padua, Italy 13 - 18 Jul 2025 United States. Association for Computing Machinery (ACM). https://doi.org/10.1145/3726302.3729936

Paper

Dynamic Target Distribution Estimation for Source-Free Open-Set Domain Adaptation
Yu, Zhiqi, Liao, Zhichao, Li, Jingjing, Chen, Zhi and Zhu, Lei. 2025. "Dynamic Target Distribution Estimation for Source-Free Open-Set Domain Adaptation." 39th AAAI Conference on Artificial Intelligence (AAAI 2025). Philadelphia, Pennsylvania, United States 25 Feb - 04 Mar 2025 United States. Association for the Advancement of Artificial Intelligence (AAAI). https://doi.org/10.1609/aaai.v39i21.34380

Paper

Everyone's talking about the Perseid meteor shower – but don't bother trying to see it in Australia or NZ
Horner, Jonti. 2025. "Everyone's talking about the Perseid meteor shower – but don't bother trying to see it in Australia or NZ." The Conversation.

Blog

Nobody knows the truffle I’ve seen: highlighting underappreciated mycophages
Fox, G., Dearnaley, J. and Edwards, M.. 2025. "Nobody knows the truffle I’ve seen: highlighting underappreciated mycophages." Australian Mammal Society 2025. Toowoomba, Australia 23 - 25 Jun 2025

Poster

The economic value of virtual primary healthcare services for rural populations: A systematic review
Simpson, Digby, Ahmad, Kabir, Mosharaf, Md Parvez, Nasir, Bushra Farah, Kondalsamy-Chennakesavan, Srinivas, McGrail, Matthew, Wallis, Katharine A and Alam, Khorshed. 2025. "The economic value of virtual primary healthcare services for rural populations: A systematic review." Health Policy And Technology. 14 (5). https://doi.org/10.1016/j.hlpt.2025.101067

Article

AI-driven multi-agent reinforcement learning framework for real-time monitoring of physiological signals in stress and depression contexts
Shaik, Thanveer, Tao, Xiaohui, Li, Lin, Xie, Haoran, Dai, Hong-Ning, Zhao, Feng and Yong, Jianming. 2025. "AI-driven multi-agent reinforcement learning framework for real-time monitoring of physiological signals in stress and depression contexts." Brain Informatics. 12 (1). https://doi.org/10.1186/s40708-025-00262-1

Article

Pulsations in binary stars – a short review
Murphy, S.J.. 2025. "Pulsations in binary stars – a short review." Contributions of the Astronomical Observatory Skalnate Pleso. 55 (3), pp. 122-140. https://doi.org/10.31577/caosp.2025.55.3.122

Article

MuRAt-CAP-Net: A novel multi-input residual attention network for automated detection of A-phases and subtypes in cyclic alternating patterns
Yaman, Suleyman, Güler, Hasan, Sengur, Abdulkadir, Hafeez-Baig, Abdul and Acharya, U. Rajendra. 2025. "MuRAt-CAP-Net: A novel multi-input residual attention network for automated detection of A-phases and subtypes in cyclic alternating patterns." Biomedical Signal Processing and Control. 110 (Part A). https://doi.org/10.1016/j.bspc.2025.108221

Article

Causal integration in graph neural networks toward enhanced classification: benchmarking and advancements for robust performance
Job, Simi, Tao, Xiaohui, Cai, Taotao, Li, Lin, Sheng, Quan Z, Xie, Haoran and Yong, Jianming. 2025. "Causal integration in graph neural networks toward enhanced classification: benchmarking and advancements for robust performance." World Wide Web. 28 (3). https://doi.org/10.1007/s11280-025-01343-1

Article

AirQuaNet: A Convolutional Neural Network Model With Multi-Scale Feature Learning and Attention Mechanisms for Air Quality-Based Health Impact Prediction
Chadalavada, Sreeni, Yaman, Suleyman, Sengur, Abdulkadir, Deo, Ravinesh C., Hafeez-Baig, Abdul, Kolbe-Alexander, Tracy, Sampathila, Niranjana and Acharya, U. Rajendra. 2025. "AirQuaNet: A Convolutional Neural Network Model With Multi-Scale Feature Learning and Attention Mechanisms for Air Quality-Based Health Impact Prediction." IEEE Access. 13, pp. 96261-96276. https://doi.org/10.1109/ACCESS.2025.3574722

Article

Gated-LNN: Gated Liquid Neural Networks for Accurate Water Quality Index Prediction and Classification
Chadalavada, Sreeni, Yaman, Süleyman, Yaman, Suleyman, Sengur, Abdulkadi, Hafeez-Baig, Abdul, Tan, Ru-San, Barua, Prabal Datta, Deo, Ravinesh C., Kobayashi, Makiko and Acharya, U. Rajendra. 2025. "Gated-LNN: Gated Liquid Neural Networks for Accurate Water Quality Index Prediction and Classification." IEEE Access. 13, pp. 69500-69512. https://doi.org/10.1109/ACCESS.2025.3561593

Article

Optimizing radial velocity detection limits for Southern Habitable Worlds Observatory targets
Wittenmyer, Robert A, Errico, Adriana, Holt, Timothy R, Horner, Jonathan, Harada, Caleb K., Kane, Stephen R., Li, Zhexing and Fetherolf, Tara. 2025. "Optimizing radial velocity detection limits for Southern Habitable Worlds Observatory targets." Monthly Notices of the Royal Astronomical Society. 539 (1), pp. 457-462. https://doi.org/10.1093/mnras/staf503

Article

Artificial intelligence for early detection of diabetes mellitus complications via retinal imaging
Sobhi, Navid, SaDeghi-Bazargani, Y., Mirzaei, M., Abdollahi, M., Jafarizadeh, A., Pedrammehr, S., Alizadehsani, R., Tan, R., Islam, S. and Acharya, U. Rajendra. 2025. "Artificial intelligence for early detection of diabetes mellitus complications via retinal imaging." Journal of Diabetes and Metabolic Disorders. 24. https://doi.org/10.1007/s40200-025-01596-7

Article

The NEID Earth Twin Survey. II. Dynamical Masses in Seven High-acceleration Star Systems
Giovinazzi, Mark R., Blake, Cullen H., Robertson, Paul, Lin, Andrea S. J, Gupta, Arvind F., Mahadevan, Suvrath, Wright, Jason T., Bardalez Gagliuffi, Daniella, Dong, Jiayin, Fernandes, Rachel B., Fitzmaurice, Evan, Halverson, Samuel, Kanodia, Shubham, Logsdon, Sarah E., Luhn, Jacob K., McElwain, Michael W., Monson, Andy, Ninan, Joe P., Rajagopal, Jayadev, ..., Wittenmyer, Robert A. 2025. "The NEID Earth Twin Survey. II. Dynamical Masses in Seven High-acceleration Star Systems." The Astronomical Journal. 170 (1). https://doi.org/10.3847/1538-3881/add922

Article

ALMA millimetre-wavelength imaging of HD 138965: new constraints on the debris dust composition and presence of planetary companions
Marshall, J.P., Hengst, S., Trejo-Cruz, A., del Burgo, C., Milli, J., Booth, M., Augereau, J.C., Choquet, E., Morales, F. Y., Thebault, P., Kemper, F., Faramaz-Gorka, V. and Bryden, G.. 2025. "ALMA millimetre-wavelength imaging of HD 138965: new constraints on the debris dust composition and presence of planetary companions." Monthly Notices of the Royal Astronomical Society. 541 (1), pp. 71-84. https://doi.org/10.1093/mnras/staf984

Article

Enhanced magnetic activity in rapidly rotating binary stars
Yu, Jie, Gehan, Charlotte, Hekker, Saskia, Bazot, Michäel, Cameron, Robert H., Gaulme, Patrick, Bedding, Timothy R., Murphy, Simon J., Han, Zhanwen, Ting, Yuan-Sen, Tayar, Jamie, Chen, Yajie, Gizon, Laurent, Nordhaus, Jason and Bi, Shaolan. 2025. "Enhanced magnetic activity in rapidly rotating binary stars." Nature Astronomy. 9, pp. 1045-1052. https://doi.org/10.1038/s41550-025-02562-2

Article

Enhancing Signal Processing Efficiency: A Novel Lossless Integer Compression Method (CIRB)
Farhat, Mohamad Khalil, Zhang, Ji, Tao, Xiaohui and Li, Tianning. 2025. "Enhancing Signal Processing Efficiency: A Novel Lossless Integer Compression Method (CIRB)." 2024 IEEE 17th International Conference on Signal Processing (ICSP). Suzhou, China 28 - 31 Oct 2024 China. IEEE (Institute of Electrical and Electronics Engineers). https://doi.org/10.1109/ICSP62129.2024.10846506

Paper

Unmasking Fake News: A Naïve Bayes Classifier Approach to Combat Misinformation
Sahi, Aqeel, Hayawi, Mustafa, Lafta, Raid, Abdulla, Shahab and Diykh, Mohammed. 2025. "Unmasking Fake News: A Naïve Bayes Classifier Approach to Combat Misinformation ." 4th International Conference on Innovations in Computing Research (ICR’25). London, United Kingdom 25 - 27 Aug 2025 Switzerland. Springer. https://doi.org/10.1007/978-3-031-95652-2_11

Paper

Predicting C-Section Outcomes Among Bangladeshi Women: A Comparative Study of Machine Learning Techniques
Haque, Faisal, Nahar, Sabikun, Haque, Umme Marzia, Hossain, Zakir and Kabir, Enamul. 2025. "Predicting C-Section Outcomes Among Bangladeshi Women: A Comparative Study of Machine Learning Techniques." 13th International Conference on Health Information Science (HIS 2024). Hong Kong, China 08 - 10 Dec 2024 Singapore. Springer. https://doi.org/10.1007/978-981-96-5597-7_15

Paper

Advancing Alzheimer's Disease Detection: A Novel Convolutional Neural Network based framework Leveraging EEG Data and Segment Length Analysis
Tawhid, Md Nurul Ahad, Siuly, Siuly, Kabir, Enamul and Li, Yan. 2025. "Advancing Alzheimer's Disease Detection: A Novel Convolutional Neural Network based framework Leveraging EEG Data and Segment Length Analysis." Brain Informatics. 12. https://doi.org/10.1186/s40708-025-00260-3

Article

Insights into depression prediction, likelihood, and associations in children and adolescents: evidence from a 12 years study
Haque, Umme Marzia, Kabir, Enamul and Khanam, Rasheda. 2025. "Insights into depression prediction, likelihood, and associations in children and adolescents: evidence from a 12 years study." Health Information Science and Systems. 13. https://doi.org/10.1007/s13755-025-00335-9

Article

Inclusion of Informal Carers in the Care of Older Adults in the Emergency Department: An Integrative Review
Nicholson, Belinda, Aggar, Christina and Huang, Ya-Ling. 2025. "Inclusion of Informal Carers in the Care of Older Adults in the Emergency Department: An Integrative Review." Journal of Clinical Nursing. https://doi.org/10.1111/jocn.17835

Article

Influence of acute and chronic load on perceived wellbeing, neuromuscular performance, and immune function in male professional football
Harris, Alastair, Gabbett, Tim J., King, Rachel, Bird, Stephen P. and Terry, Peter. 2025. "Influence of acute and chronic load on perceived wellbeing, neuromuscular performance, and immune function in male professional football." Sports. 13 (6). https://doi.org/10.3390/sports13060176

Article