Projects per year

## Personal profile

### Keywords

- Dynamical systems
- Stochastic resonance
- Time series modelling

## Fingerprint Fingerprint is based on mining the text of the person's scientific documents to create an index of weighted terms, which defines the key subjects of each individual researcher.

- 3 Similar Profiles

Time series
Mathematics

Stochastic Resonance
Mathematics

Irregular Sampling
Mathematics

sampling
Physics & Astronomy

Counting
Mathematics

Synchronization
Engineering & Materials Science

counting
Physics & Astronomy

intermittency
Physics & Astronomy

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

## Projects 2010 2020

## Using Big Data to Predict Incidents on Roads

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

1/10/18 → 31/03/19

Project: Research

## 2010 - Toward Reliable Statistics from Climate Models

University of Western Australia

1/01/10 → 31/12/10

Project: Research

## Research Output 2003 2019

## 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

## Fault detection in vibration systems: Identifying damaged moorings

Begg, S. E., Fowkes, N., Stemler, T. & Cheng, L., 15 Sep 2018, In : Ocean Engineering. 164, p. 577-589 13 p.Research output: Contribution to journal › Article

Mooring

Fault detection

Stiffness

Modal analysis

## Nonlinear time series analysis using ordinal networks with select applications in biomedical signal processing

McCullough, M. H., 2018, (Unpublished)Research output: Thesis › Doctoral Thesis

File

Time series analysis

Chaotic systems

Time series

Topology

Biomedical signal processing

## Prediction of flow dynamics using point processes

Hirata, Y., Stemler, T., Eroglu, D. & Marwan, N., 1 Jan 2018, In : Chaos. 28, 1, 011101.Research output: Contribution to journal › Article

Dynamic Process

Point Process

Time series

Cross section

Prediction

## Interacting convection modes in a saturated porous medium of nearly square planform: four modes

Florio, B. J., Bassom, A. P., Sakellariou, K. & Stemler, T., Jun 2017, In : IMA Journal of Applied Mathematics. 82, 3, p. 526-547 22 p.Research output: Contribution to journal › Article