Projects per year
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):
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
Australian Research Council (ARC), Monash University
3/01/12 → 30/10/17
Project: Research
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Stochastic modelling of genetic regulatory networks with burst process
Australian Research Council (ARC), Monash University
2/05/11 → 28/02/16
Project: Other
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Multiscale stochastic modelling of tumour robustness
Tian, T. & Harding, A.
Australian Research Council (ARC)
1/01/10 → 8/08/16
Project: Research
-
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Spatio-temporal modelling of Ras dependent MAP kinase activation
Tian, T. & Hancock, J.
Australian Research Council (ARC)
2/01/07 → 31/12/11
Project: Research
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An ensemble interval prediction model with change point detection and interval perturbation-based adjustment strategy: A case study of air quality
Jiang, F., Zhu, Q. & Tian, T., 15 Jul 2023, In: Expert Systems with Applications. 222, 14 p., 119823.Research output: Contribution to journal › Article › Research › peer-review
15 Citations (Scopus) -
Breast Cancer Detection Based on Modified Harris Hawks Optimization and Extreme Learning Machine Embedded with Feature Weighting
Jiang, F., Zhu, Q. & Tian, T., Aug 2023, In: Neural Processing Letters. 55, 4, p. 3631-3654 24 p.Research output: Contribution to journal › Article › Research › peer-review
Open Access12 Citations (Scopus) -
Composite Patankar-Euler methods for positive simulations of stochastic differential equation models for biological regulatory systems
Chen, A., Zhou, T., Burrage, P., Tian, T. & Burrage, K., 14 Jul 2023, In: The Journal of Chemical Physics. 159, 2, 15 p., 024104 .Research output: Contribution to journal › Article › Research › peer-review
Open Access2 Citations (Scopus) -
Computer Simulation of Nonlinear Mixed-Effect Models with Ordinary Differential Equations for Genetic Regulation
Chen, A., Zhou, T. & Tian, T., 16 Jun 2023, Proceedings of ICCMS 2023 - 15th International Conference on Computer Modeling and Simulation. Association for Computing Machinery (ACM), p. 22-27 6 p. (ACM International Conference Proceeding Series).Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research
1 Citation (Scopus) -
The Effect of Input Digitalization on Carbon Emission Intensity: An Empirical Analysis Based on China’s Manufacturing
Tang, L., Lu, B. & Tian, T., Feb 2023, In: International Journal of Environmental Research and Public Health. 20, 4, 22 p., 3174.Research output: Contribution to journal › Article › Research › peer-review
Open Access8 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