2 papers
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…
math.DS2024
Modeling Multiday Extreme Precipitation Across Eastern Australia: A Dynamical Perspective
Ruethaichanok Kardkasem, Meagan Carney
The purpose of this paper is to illustrate new techniques for computing multiday extreme precipitation taken from recent theoretical advancements in extreme value theory in the fra…