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., 7 Aug 2023, (E-pub ahead of print) In: IEEE Transactions on Network Science and Engineering. p. 1-12 12 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile34 Downloads (Pure) -
Selecting embedding delays: An overview of embedding techniques and a new method using persistent homology
Tan, E., Algar, S., Corrêa, D., Small, M., Stemler, T. & Walker, D., Mar 2023, In: Chaos. 33, 3, 032101.Research output: Contribution to journal › Review article › peer-review
Open Access4 Citations (Scopus) -
Low-rank statistical finite elements for scalable model-data synthesis
Duffin, C., Cripps, E., Stemler, T. & Girolami, M., 15 Aug 2022, In: Journal of Computational Physics. 463, 111261.Research output: Contribution to journal › Article › peer-review
Open Access3 Citations (Scopus) -
Machine Learning Inspired Fault Detection of Dynamical Networks
Tan, E., Corrêa, D. C., Stemler, T. & Small, M., 3 Dec 2022, AI 2022: Advances in Artificial Intelligence - 35th Australasian Joint Conference, AI 2022, Proceedings. Aziz, H., Corrêa, D. & French, T. (eds.). Singapore: Springer, p. 470-483 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13728 LNAI).Research output: Chapter in Book/Conference paper › Conference paper › peer-review
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Multiple Sensors Data Integration for Traffic Incident Detection Using the Quadrant Scan
Zaitouny, A., Fragkou, A. D., Stemler, T., Walker, D. M., Sun, Y., Karakasidis, T., Nathanail, E. & Small, M., 1 Apr 2022, In: Sensors. 22, 8, 2933.Research output: Contribution to journal › Article › peer-review
Open Access4 Citations (Scopus)
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A data-driven approach to improve roundabout modelling using drone video content analytics
Sun, C., Stemler, T., Small, M., Olaru, D. & Biermann, S.
1/04/22 → 31/03/24
Project: Research
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ARC Research Hub for Transforming Energy Infrastructure Through Digital Engineering
Watson, P., Jones, N., Draper, S., Bransby, F., Cripps, E., O'Loughlin, C., Hansen, J., An, H., Karrech, A., Doherty, J., Ivey, G., Randolph, M., Zhao, W., Wolgamot, H., Stemler, T., Cheng, L., French, T., Mian, A., Small, M., Hodkiewicz, M. & Grime, A.
1/07/21 → 30/06/26
Project: Research
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Modelling perimeter controls based on macroscopic fundamental diagrams
Sun, C., Stemler, T. & Biermann, S.
1/12/20 → 30/06/22
Project: Research
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Parameters for Roundabout Modelling
Sun, C., Stemler, T., Small, M. & Polpo, A.
1/05/20 → 30/04/21
Project: Research
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Using Big Data to Predict Incidents on Roads
Sun, C., Reynolds, M., Liu, W. & Stemler, T.
1/10/18 → 31/07/19
Project: Research