Thomas Stemler

Dr, MSc PhD Darmstadt (Germany)

Senior Lecturer, Faculty of Engineering and Mathematical Sciences, Mathematics and Statistics

https://orcid.org/0000-0003-2485-6666

Emailthomas.stemler@uwa.edu.au

The University of Western Australia (M019), 35 Stirling Highway,
6009 Perth
Australia

280 Citations
10 h-Index

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Personal profile

Keywords

Dynamical systems
Stochastic resonance
Time series modelling

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Time series Mathematics

Stochastic Resonance Mathematics

Irregular Sampling Mathematics

dynamical systems Physics & Astronomy

Sampling Engineering & Materials Science

sampling Physics & Astronomy

filters Physics & Astronomy

Counting Mathematics

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Research Output 2003 2019

280 Citations
10 h-Index
35 Article
2 Conference paper
1 Chapter
1 Doctoral Thesis

3 Citations (Scopus)

150 Downloads (Pure)

Consistency in echo-state networks

Lymburn, T. M., Khor, A. J., Stemler, T., Correa, D., Small, M. & Jungling, T., 11 Feb 2019, In : Chaos: an interdisciplinary journal of nonlinear science. 29, 2, p. 1-9 9 p., 023118.

Research output: Contribution to journal › Article

Open Access

File

Echo State Network

Nonlinear systems

echoes

Synchronization

Neural networks

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

2 Citations (Scopus)

Optimal Shadowing Filter for Positioning and Tracking Methodology with Limited Information

Zaitouny, A., Stemler, T. & Algar, S., 22 Feb 2019, In : Sensors. 19, 4, 931.

Research output: Contribution to journal › Article

Open Access

positioning

Noise

Trajectories

methodology

Sampling

113 Downloads (Pure)

Reconstruction of Complex Dynamical Systems from Time Series using Reservoir Computing

Jüngling, T., Lymburn, T., Stemler, T., Corrêa, D., Walker, D. & Small, M., 1 May 2019, 2019 IEEE International Symposium on Circuits and Systems, ISCAS 2019 - Proceedings. IEEE, Institute of Electrical and Electronics Engineers, 8702137. (Proceedings - IEEE International Symposium on Circuits and Systems; vol. 2019-May).

Research output: Chapter in Book/Conference paper › Conference paper

Open Access

File

dynamical systems

modularity

echoes

oscillators

output