3 papers
q-fin.GN2026
Exploring Drivers of Extreme Housing Prices in Australia
Grace Burtenshaw, Ashley Burtenshaw, Meagan Carney
In recent years Australia has observed a growing, unexplained resilience of increasing house price trends. Here, we seek to understand what is driving Australia's indestructible as…
math.ST2025
A novel statistical workflow for nonstationary modelling of successive Fréchet extremes
Grace Burtenshaw, Joe Lane, Meagan Carney
Accurate estimation of the frequency and magnitude of successive extreme events in energy demand is critical for strategic resource planning. Traditional approaches based on extrem…
math.DS2025
An Improved Autoencoder Conjugacy Network to Learn Chaotic Maps
Meagan Carney, Cecilia González-Tokman, Ruethaichanok Kardkasem +1
We introduce a method for learning chaotic maps using an improved autoencoder neural network that incorporates a conjugacy layer in the latent space. The added conjugacy layer tran…