159 citations · 377 across the 16 of their papers we have counts for
17 papers
A Selfish Herd with a Target
Thomas Stemler, Shannon Dee Algar, Jesse Zhou
One of the most striking phenomena in biological systems is the tendency for biological agents to spatially aggregate, and subsequently display further collective behaviours such a…
Regime change detection in irregularly sampled time series
Norbert Marwan, Deniz Eroglu, Ibrahim Ozken +3
Irregular sampling is a common problem in palaeoclimate studies. We propose a method that provides regularly sampled time series and at the same time a difference filtering of the…
Model Calibration and Validation From A Statistical Inference Perspective
Samson Ting, Thomas Lymburn, Thomas Stemler +2
Despite the general consensus in transport research community that model calibration and validation are necessary to enhance model predictive performance, there exist significant i…
Exploring Model Misspecification in Statistical Finite Elements via Shallow Water Equations
Connor Duffin, Paul Branson, Matt Rayson +3
The abundance of observed data in recent years has increased the number of statistical augmentations to complex models across science and engineering. By augmentation we mean coher…
Selecting embedding delays: An overview of embedding techniques and a new method using persistent homology
Eugene Tan, Shannon Algar, Débora Corrêa +3
Delay embedding methods are a staple tool in the field of time series analysis and prediction. However, the selection of embedding parameters can have a big impact on the resulting…
Backpropagation on Dynamical Networks
Eugene Tan, Débora Corrêa, Thomas Stemler +1
Dynamical networks are versatile models that can describe a variety of behaviours such as synchronisation and feedback. However, applying these models in real world contexts is dif…