Personal profile
Research interests
Computational Biology, Computational Statistics, Multi-scale modelling of complex networks
Supervision interests
Mathematical modelling of genetic network and cell signalling pathway, mathematical modelling of financial and social networks; Statistical inference of complex networks;
Biography
TianhaiTian received his PhD in Computational Mathematics in 2001 from the University of Queensland in Australia. He was a Research Fellow at the same University after submitting his PhD thesis. He obtained the Australian Research Fellowship from the Australian Research Council (ARC) in 2006 and then studied computational biology at the Institute for Molecular Bioscience in Queensland. He joined the University of Glasgow in Scotland as a Lord Kelvin Fellow in 2007 and became a Reader in 2009. In 2011 he returned to Australia and now is an Associate Professor and ARC Future Fellow at the School of Mathematical Sciences, Monash University.
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 3 Good Health and Well-being
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SDG 8 Decent Work and Economic Growth
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SDG 11 Sustainable Cities and Communities
Collaborations and top research areas from the last five years
Projects
- 5 Finished
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Stochastic modelling of telomere length regulation in ageing research
Tian, T. (Primary Chief Investigator (PCI)) & Song, J. (Chief Investigator (CI))
ARC - Australian Research Council, Monash University
3/01/12 → 30/10/17
Project: Research
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Stochastic modelling of genetic regulatory networks with burst process
Tian, T. (Primary Chief Investigator (PCI))
ARC - Australian Research Council, Monash University
2/05/11 → 28/02/16
Project: Other
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Multiscale stochastic modelling of tumour robustness
Tian, T. (Primary Chief Investigator (PCI)) & Harding, A. (Chief Investigator (CI))
ARC - Australian Research Council
1/01/10 → 8/08/16
Project: Research
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SUN Ultra 40 M2 Computer Workstation (A83-FFZ2-9AQ-2G-DT)
Tian, T. (Primary Chief Investigator (PCI))
1/01/09 → 30/09/09
Project: Research
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Spatio-temporal modelling of Ras dependent MAP kinase activation
Tian, T. (Primary Chief Investigator (PCI)) & Hancock, J. (Chief Investigator (CI))
ARC - Australian Research Council
2/01/07 → 31/12/11
Project: Research
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Adaptive option pricing based on a posteriori error estimates for fully discrete finite difference methods
Mao, M., Wang, W., Tian, T. & Wang, L., 1 May 2025, In: Journal of Computational and Applied Mathematics. 460, 26 p., 116407.Research output: Contribution to journal › Article › Research › peer-review
3 Citations (Scopus) -
Diffusive topology preserving manifold distances for single-cell data analysis
Wei, J., Zhang, B., Wang, Q., Zhou, T., Tian, T. & Chen, L., 28 Jan 2025, In: Proceedings of the National Academy of Sciences of the United States of America. 122, 4, 10 p., e2404860121.Research output: Contribution to journal › Article › Research › peer-review
Open Access5 Citations (Scopus) -
Mathematical modeling of drug resistance in heterogeneous cancer cell populations
Bao, K., Liang, G., Tian, T. & Zhang, X., Feb 2025, In: International Journal of Biomathematics. 18, 2, 21 p., 2350101.Research output: Contribution to journal › Article › Research › peer-review
3 Citations (Scopus) -
Spatiotemporal interactive learning dynamic adaptive graph convolutional network for traffic forecasting
Jiang, F., Han, X., Wen, S. & Tian, T., 28 Feb 2025, In: Knowledge-Based Systems. 311, 11 p., 113115.Research output: Contribution to journal › Article › Research › peer-review
8 Citations (Scopus) -
Balanced implicit Patankar-Euler methods for positive solutions of stochastic differential equations of biological regulatory systems
Chen, A., Ren, Q., Zhou, T., Burrage, P., Tian, T. & Burrage, K., 14 Feb 2024, In: The Journal of Chemical Physics. 160, 6, 17 p., 064117.Research output: Contribution to journal › Article › Research › peer-review
Open Access3 Citations (Scopus)
Press/Media
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Stochastic modelling of telomere length regulation in ageing research
22/10/12
1 item of Media coverage
Press/Media: Research