2 papers
stat.CO2025
Fast data inversion for high-dimensional Ornstein-Uhlenbeck processes from noisy measurements
Yizi Lin, Xubo Liu, Paul Segall +1
In this work, we develop a scalable approach for a flexible latent factor model for high-dimensional dynamical systems. Each latent factor process has its own correlation and varia…
physics.geo-ph2024
Deep Learning Forecasts Caldera Collapse Events at Kilauea Volcano
Ian W. McBrearty, Paul Segall
During the three month long eruption of Kilauea volcano, Hawaii in 2018, the pre-existing summit caldera collapsed in over 60 quasi-periodic failure events. The last 40 of these ev…