Research output per year
Research output per year
Personal profile
Biography
I am a post-doctoral researcher and Forrest Prospect Fellow with the Complex Systems Group at the University of Western Australia. My research is centred around systems modelling and covers broad areas of Complexity, Swarm Intelligence, Reservoir Computing and Time Series Analysis.
As an applied mathematician my focus is on application of these techniques to real-world problems. Currently I am working in collaboration with agricultural scientists towards improving animal welfare via early detection of stress and understanding of individual internal rhythms.
I am an avid believer and promoter of the power of mathematics in interdisciplinary areas.
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):
Research expertise keywords
- Complex systems
- Swarm intelligence
- Time series analysis
- Network Analysis
- Reservoir computing
- Topological data analysis
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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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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 Ordinal First Return Dynamics from Time Series
Shahriari, Z., Algar, S. D., Walker, D. M. & Small, M., 23 Oct 2024, (E-pub ahead of print) In: International Journal of Bifurcation and Chaos. 20 p., 2430031.Research output: Contribution to journal › Article › peer-review
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Directed Acyclic Graph networks to characterize phase space evolution with application to musical composition and industrial maintenance
Walker, D., Correa, D. & Algar, S., Jan 2023, In: Expert Systems with Applications. 211, 118586.Research output: Contribution to journal › Article › peer-review
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Mobility data shows effectiveness of control strategies for COVID-19 in remote, sparse and diffuse populations
Berman, Y., Small, M., Algar, S. & Walker, D., 2023, In: Frontiers in Epidemiology. 3, 15 p., 1201810.Research output: Contribution to journal › Article › peer-review
Open Access -
Network representations of attractors for change point detection
Tan, E., Algar, S. D., Corrêa, D., Stemler, T. & Small, M., Dec 2023, In: Communications Physics. 6, 1, 14 p., 340.Research output: Contribution to journal › Article › peer-review
Open Access1 Citation (Scopus)
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P.PSH.1292 - Investigating heat stress in ewes – reproductive performance
Maloney, S. (Investigator 01), Pool, K. (Investigator 02), Blache, D. (Investigator 03), Walker, D. (Investigator 04), Algar, S. (Investigator 05) & Mugera, A. (Investigator 06)
15/04/21 → 30/11/25
Project: Research
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