Research output per year
Research output per year
Personal profile
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):
Industry keywords
- Transport
- Environmental
Research expertise keywords
- Dynamical systems
- Stochastic resonance
- Time series modelling
- Nonlinear time series analysis
- Complex systems modelling and simulation
- Traffic analysis and modelling
- Paleoclimatology
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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A Backpropagation Algorithm for Inferring Disentagled Nodal Dynamics and Connectivity Structure of Dynamical Networks
Tan, E., Correa, D., Stemler, T. & Small, M., 1 Jan 2024, In: IEEE Transactions on Network Science and Engineering. 11, 1, p. 613-624 12 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile1 Citation (Scopus)159 Downloads (Pure) -
Cognitive dissonance and introversion effects on opinion dynamics and echo chamber formation
Tan, E., Stemler, T. & Small, M., 15 Nov 2024, In: Physica A: Statistical Mechanics and its Applications. 654, 14 p., 130130.Research output: Contribution to journal › Article › peer-review
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Erratum to selecting embedding delays: An overview of embedding techniques and a new method using persistent homology [Chaos: Interdiscip. J. Nonlin. Sci. 33(3), 24 (2023)
Tan, E., Algar, S., Corrêa, D., Small, M., Stemler, T. & Walker, D., Sept 2024, In: Chaos (Woodbury, N.Y.). 34, 9Research output: Contribution to journal › Comment/debate › peer-review
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Modeling Uncertainties for Automated and Connected Vehicles in Mixed Traffic
Sun, Y., Cummins, L., Ji, Y., Stemler, T. & Pritchard, N., 29 Aug 2024, In: Journal of Advanced Transportation. 2024, 25 p., 2406230.Research output: Contribution to journal › Article › peer-review
Open Access -
Parameter estimation for Gipps’ car following model in a Bayesian framework
Ting, S., Lymburn, T., Stemler, T., Sun, Y. & Small, M., 1 Apr 2024, In: Physica A: Statistical Mechanics and its Applications. 639, 129671.Research output: Contribution to journal › Article › peer-review
Open Access
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ARC Research Hub for Transforming Energy Infrastructure Through Digital Engineering
Watson, P. (Investigator 01), Jones, N. (Investigator 02), Draper, S. (Investigator 03), Bransby, F. (Investigator 04), Cripps, E. (Investigator 05), O'Loughlin, C. (Investigator 06), Hansen, J. (Investigator 07), An, H. (Investigator 08), Karrech, A. (Investigator 09), Doherty, J. (Investigator 10), Ivey, G. (Investigator 11), Randolph, M. (Investigator 12), Zhao, W. (Investigator 13), Wolgamot, H. (Investigator 14), Stemler, T. (Investigator 15), Cheng, L. (Investigator 16), French, T. (Investigator 17), Mian, A. (Investigator 18), Small, M. (Investigator 19), Hodkiewicz, M. (Investigator 20) & Grime, A. (Investigator 21)
ARC Australian Research Council
1/07/21 → 30/06/26
Project: Research
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A data-driven approach to improve roundabout modelling using drone video content analytics
Sun, C. (Investigator 01), Stemler, T. (Investigator 02), Small, M. (Investigator 03), Olaru, D. (Investigator 04) & Biermann, S. (Investigator 05)
1/04/22 → 31/03/24
Project: Research
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Modelling perimeter controls based on macroscopic fundamental diagrams
Sun, C. (Investigator 01), Stemler, T. (Investigator 02) & Biermann, S. (Investigator 03)
1/12/20 → 30/06/22
Project: Research
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Parameters for Roundabout Modelling
Sun, C. (Investigator 01), Stemler, T. (Investigator 02), Small, M. (Investigator 03) & Polpo, A. (Investigator 04)
1/05/20 → 30/04/21
Project: Research
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Using Big Data to Predict Incidents on Roads
Sun, C. (Investigator 01), Reynolds, M. (Investigator 02), Liu, W. (Investigator 03) & Stemler, T. (Investigator 04)
1/10/18 → 31/07/19
Project: Research