Professor Michael Small is the CSIRO-UWA Chair of Complex Engineering Systems at The University of Western Australia. He is an applied mathematician working in the area of complex systems, dynamical systems and chaos, with a particular emphasis on the application of mathematical techniques to real-world problems. Michael is the Theme Leader for Research Theme Two. He represents UWA and Theme Two on the Strategic Risk and Reporting Board, Operating Committee and PhD Support Panel. Michael is supervising PhD student Braden Thorne. He is also Co Supervising PhD students Gabriel Gonazalez, Ryan Leadbetter and Tim Pesch.
Michael is best known for developing new paradigms for the analysis of time series data from deterministic dynamical systems – particularly in the domain of statistical hypothesis testing, data-driven model building, and using complex networks as a model of dynamical processes.
Michael has spent more than 10 years working in research within the electronic and information engineering sectors. His focus is on understanding how structure, pattern and dynamics emerge from complex systems – particularly in engineering.
-
Selecting embedding delays: An overview of embedding techniques and a new method using persistent homology (...) —
Journal Article
Dr Debora Correa
Authors: Eugene Tan, Shannon Alga, Débora Corrêa, Michael Small, Thomas Stemler and David Walker1
2023-03-01
-
A Novel Approach to Time Series Complexity via Reservoir Computing (...) —
Conference Publishing
Braden Thorne
Authors: Braden Thorne, Thomas Jüngling , Michael Small , Debora Correa , and Ayham Zaitouny
2022-12-07
-
Reservoir time series analysis: Using the response of complex dynamical systems as a universal indicator of change (...) —
Journal Article
Braden Thorne
Authors: Thorne, Braden Jüngling, Thomas Small, Michael Corrêa, Débora Zaitouny, Ayham
2022-02-10
-
Data-Driven Approach for Labelling Process Plant Event Data (...) —
Journal Article
Dr Debora Correa
Authors: Débora Corrêa, Adriano Polpo, Michael Small, Shreyas Srikanth, Kylie Hollins, Melinda Hodkiewicz
2022-01-24
-
-
-
Detecting Asset Cascading Failures Using Complex Network Analysis (...) —
Journal Article
Dr Ayham Zaitouny
Authors: Jaymin Moffatt; Ayham Zaitouny; Melinda Hodkiewicz; Michael Small
2021-08-27
-
Parameter extraction with reservoir computing: Nonlinear time series analysis and application to industrial maintenance (...) —
Journal Article
Braden Thorne
Authors: Thorne, B., Jüngling, T., Small, M., & Hodkiewicz, M. (2021).
2021-03-01
-
Fast automatic detection of geological boundaries from multivariate log data using recurrence (...) —
Journal Article
Dr Ayham Zaitouny
Authors: Michael Small; June Hill; Irina Emelyanova; Michael Ben Clennell
2019-11-12
-
-
-
Reconstruction of Complex Dynamical Systems from Time Series using Reservoir Computing (...) —
Journal Article
Prof Michael Small
Authors: Jüngling, T., Lymburn, T., Stemler, T., Corrêa, D., Walker, D. & Small, M.,
2019-05-01
-
-
Fast automatic detection of geological boundaries from multivariate log data using recurrence. (...) —
Journal Article
Dr Ayham Zaitouny
Authors: Zaitouny, A., Small, M., Hill, J., Emelyanova, I. and Clennell, M.B., 2020. Fast automatic detection of geological boundaries from multivariate log data using recurrence. Computers & Geosciences, 135, p.104362.
2019-11-12
-
Sensitization to immune checkpoint blockade through activation of a STAT1/NK axis in the tumor microenvironment (...) —
Journal Article
Dr Ayham Zaitouny
Authors: Rachael M. Zemek, Emma De Jong, Wee Loong Chin, Iona S. Schuster, Vanessa S. Fear, Thomas H. Casey, Cath Forbes, Sarah J. Dart, Connull Leslie, Ayham Zaitouny, Michael Small, Louis Boon, Alistair R. R. Forrest, Daithi O. Muiri, Mariapia A. Degli-Esposti
2019-07-17
