6 citations · 6 across the 2 of their papers we have counts for
2 papers
cs.LG2024
Automated Global Analysis of Experimental Dynamics through Low-Dimensional Linear Embeddings
Samuel A. Moore, Brian P. Mann, Boyuan Chen
Dynamical systems theory has long provided a foundation for understanding evolving phenomena across scientific domains. Yet, the application of this theory to complex real-world sy…
cs.LG2020★ 6 cited
A Model-Free Sampling Method for Estimating Basins of Attraction Using Hybrid Active Learning (HAL)
Xue-She Wang, Samuel A. Moore, James D. Turner +1
Understanding the basins of attraction (BoA) is often a paramount consideration for nonlinear systems. Most existing approaches to determining a high-resolution BoA require prior k…