Thomas Stemler

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 10

Top Topics

Incident Detection

Data Integration

Dynamical Systems

Predictive State Representations

Top Venues

Int. J. Bifurc. Chaos

J. Comput. Phys.

Publications

Eugene Tan, Débora C. Corrêa, Thomas Stemler, Michael Small
A Backpropagation Algorithm for Inferring Disentagled Nodal Dynamics and Connectivity Structure of Dynamical Networks. IEEE Trans. Netw. Sci. Eng. 11 (1) (2024)
Eugene Tan, Débora C. Corrêa, Thomas Stemler, Michael Small
Machine Learning Inspired Fault Detection of Dynamical Networks. AI (2022)
Eugene Tan, Débora C. Corrêa, Thomas Stemler, Michael Small
Backpropagation on Dynamical Networks. CoRR (2022)
Ayham A. Zaitouny, Athanasios D. Fragkou, Thomas Stemler, David M. Walker, Yuchao Sun, Theodoros E. Karakasidis, Eftihia Nathanail, Michael Small
Multiple Sensors Data Integration for Traffic Incident Detection Using the Quadrant Scan. Sensors 22 (8) (2022)
Connor Duffin, Edward Cripps, Thomas Stemler, Mark Girolami
Low-rank statistical finite elements for scalable model-data synthesis. J. Comput. Phys. 463 (2022)
Connor Duffin, Edward Cripps, Thomas Stemler, Mark Girolami
Low-rank statistical finite elements for scalable model-data synthesis. CoRR (2021)
Thomas Jüngling, Thomas Lymburn, Thomas Stemler, Débora C. Corrêa, David M. Walker, Michael Small
Reconstruction of Complex Dynamical Systems from Time Series using Reservoir Computing. ISCAS (2019)
Ayham A. Zaitouny, Thomas Stemler, Shannon D. Algar
Optimal Shadowing Filter for a Positioning and Tracking Methodology with Limited Information. Sensors 19 (4) (2019)
Ayham A. Zaitouny, Thomas Stemler, Kevin Judd
Tracking rigid bodies using only position data: A shadowing filter approach based on newtonian dynamics. Digit. Signal Process. 67 (2017)
Shannon D. Algar, Thomas Stemler, Bernard De Saedeleer
Noise Induced Jumping Dynamics Between Synchronized Modes. Int. J. Bifurc. Chaos 25 (12) (2015)
Thomas Stemler, Johannes P. Werner, Hartmut Benner
Stochastic Multiresonance in an Electronic Chaotic Circuit. Int. J. Bifurc. Chaos 24 (3) (2014)
Michael Small, Kevin Judd, Thomas Stemler
What is preferential to preferential attachment? CoRR (2013)
Michael Small, Kevin Judd, Thomas Stemler
A surrogate for networks - How scale-free is my scale-free network? CoRR (2013)
Kevin Judd, Michael Small, Thomas Stemler
What exactly are the properties of scale-free and other networks? CoRR (2013)
Michael Small, Kevin Judd, Thomas Stemler
The stability of networks --- towards a structural dynamical systems theory CoRR (2012)