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Thomas Stemler

Dr, MSc PhD Darmstadt (Germany)

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

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

    6009 Perth

    Australia

  • 306 Citations
  • 11 h-Index
20032020
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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

  • 306 Citations
  • 11 h-Index
  • 37 Article
  • 2 Conference paper
  • 1 Chapter
  • 1 Doctoral Thesis
5 Citations (Scopus)
277 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
13 Downloads (Pure)

Markov modeling via ordinal partitions: An alternative paradigm for network-based time-series analysis

Sakellariou, K., Stemler, T. & Small, M., 18 Dec 2019, In : Physical Review E. 100, 6, 062307.

Research output: Contribution to journal › Article

Open Access
File
time series analysis
Time Series Analysis
partitions
Paradigm
Partition
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

Projects 2010 2020

iMove/PATREC Projects - Commitment of Supplementary Project Funding: Enhancing short and longer term network performance prediction capabilities through data-driven analytics and simulation

Biermann, S., Sun, C., Liu, W., Reynolds, M., Olaru, D. & Stemler, T.

WA Main Roads

1/07/17 → 30/06/20

Project: Research

Using Big Data to Predict Incidents on Roads

Sun, C., Reynolds, M., Liu, W. & Stemler, T.

WA Main Roads

1/10/18 → 31/03/19

Project: Research

2010 - Toward Reliable Statistics from Climate Models

Judd, K. & Stemler, T.

University of Western Australia

1/01/10 → 31/12/10

Project: Research