568 citations · 1.3k across the 14 of their papers we have counts for
6 papers · 1 filter
Machine-learned patterns suggest that diversification drives economic development
Charles D. Brummitt, Andres Gomez-Lievano, Ricardo Hausmann +1
We develop a machine-learning-based method, Principal Smooth-Dynamics Analysis (PriSDA), to identify patterns in economic development and to automate the development of new theory…
Coupled catastrophes: sudden shifts cascade and hop among interdependent systems
Charles D. Brummitt, George Barnett, Raissa M. D'Souza
An important challenge in several disciplines is to understand how sudden changes can propagate among coupled systems. Examples include the synchronization of business cycles, popu…
Threshold cascades with response heterogeneity in multiplex networks
Kyu-Min Lee, Charles D. Brummitt, K. -I. Goh
Threshold cascade models have been used to describe spread of behavior in social networks and cascades of default in financial networks. In some cases, these networks may have mult…
Transdisciplinary electric power grid science
Charles D. Brummitt, Paul D. H. Hines, Ian Dobson +2
The 20th-century engineering feat that most improved the quality of human life, the electric power system, now faces discipline-spanning challenges that threaten that distinction.…
Multiplexity-facilitated cascades in networks
Charles D. Brummitt, Kyu-Min Lee, K. -I. Goh
Elements of networks interact in many ways, so modeling them with graphs requires multiple types of edges (or network layers). Here we show that such multiplex networks are generic…
Suppressing cascades of load in interdependent networks
Charles D. Brummitt, Raissa M. D'Souza, E. A. Leicht
Understanding how interdependence among systems affects cascading behaviors is increasingly important across many fields of science and engineering.Inspired by cascades of load she…