Emily F. Wisinski

collaborators

2 papers

physics.ao-ph2026

Exploring coupled tropical Pacific variability within a Multi-branch $β$ -Variational Autoencoder

Emily F. Wisinski, Maria J. Molina, Kyle J. C. Hall +4

This study explores what is encoded in the latent space of a multi-branch $β$ -variational autoencoder ( $β$ -VAE) trained on coupled tropical Pacific climate fields. We assess the re…

physics.ao-ph2025

Knowledge-guided machine learning for disentangling Pacific sea surface temperature variability across timescales

Kyle J. C. Hall, Maria J. Molina, Emily F. Wisinski +2

Global weather and climate patterns are strongly influenced by dominant modes of anomalous Pacific sea surface temperature (SST) variability, including the El Niño-Southern Oscilla…

Exploring coupled tropical Pacific variability within a Multi-branch β-Variational Autoencoder

Knowledge-guided machine learning for disentangling Pacific sea surface temperature variability across timescales

Exploring coupled tropical Pacific variability within a Multi-branch $β$ -Variational Autoencoder