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

298 Citations
11 h-Index

If you made any changes in Pure these will be visible here soon.

Personal profile

Keywords

Dynamical systems
Stochastic resonance
Time series modelling

Fingerprint Dive into the research topics where Thomas Stemler is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

2 Similar Profiles

Time series Mathematics

Stochastic Resonance Mathematics

Irregular Sampling Mathematics

dynamical systems Physics & Astronomy

Sampling Engineering & Materials Science

sampling Physics & Astronomy

filters Physics & Astronomy

Echo State Network Mathematics

Network Recent external collaboration on country level. Dive into details by clicking on the dots.

Research Output 2003 2019

298 Citations
11 h-Index
36 Article
2 Conference paper
1 Chapter
1 Doctoral Thesis

4 Citations (Scopus)

223 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

Learned emergence in selfish collective motion

Algar, S. D., Lymburn, T., Stemler, T., Small, M. & Jüngling, T., 2 Dec 2019, In : Chaos: an interdisciplinary journal of nonlinear science. 29, 12, p. 1-10 123101.

Research output: Contribution to journal › Article

Collective Motion

Agent-based Model

Echo State Network

Brain

Swarm

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

201 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