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.
Research expertise keywords
- Complex systems
- Swarm intelligence
- Time series analysis
- Network Analysis
- Reservoir computing
- Topological data analysis
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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 2022, In: Expert Systems with Applications. 211, 118586.Research output: Contribution to journal › Article › peer-review
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On detecting dynamical regime change using a transformation cost metric between persistent homology diagrams
Dee Algar, S., Corrêa, D. C. & Walker, D. M., 1 Dec 2021, In: Chaos. 31, 12, 123117.Research output: Contribution to journal › Article › peer-review
1 Citation (Scopus) -
Reservoir computing with swarms
Lymburn, T., Algar, S. D., Small, M. & Jüngling, T., 1 Mar 2021, In: Chaos. 31, 3, 033121.Research output: Contribution to journal › Article › peer-review
Open AccessFile2 Citations (Scopus)224 Downloads (Pure) -
Complex Computations by Simple Brains – The Selfish Herd Model Revisited
Algar, S., 2019, (Unpublished)Research output: Thesis › Doctoral Thesis
File181 Downloads (Pure) -
From Flocs to Flocks
Algar, S. D., Stemler, T. & Small, M., 2019, MATHEMATICAL MODELING APPROACH FROM NONLINEAR DYNAMICS TO COMPLEX SYSTEMS. Macau, EEN. (ed.). Springer International Publishing AG, p. 157-175 19 p. (Nonlinear Systems and Complexity; vol. 22).Research output: Chapter in Book/Conference paper › Chapter › peer-review
2 Citations (Web of Science)
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P.PSH.1292 - Investigating heat stress in ewes – reproductive performance
Maloney, S., Pool, K., Blache, D., Walker, D., Algar, S. & Mugera, A.
15/04/21 → 30/11/25
Project: Research
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