4.8k citations
- University of WashingtonUS11 papers
- Gates FoundationUS3 papers
- Center for Astrophysics Harvard & SmithsonianUS2 papers
- Monash UniversityAU2 papers
- New Mexico State UniversityUS2 papers
- Northwestern UniversityUS2 papers
- University of TorontoCA2 papers
- University of VermontUS2 papers
- American Institute of Aeronautics and AstronauticsUS1 paper
- California Institute of TechnologyUS1 paper
- Case Western Reserve UniversityUS1 paper
- Centre de Recerca MatemàticaES1 paper
6 papers · 1 filter
A monotonic relationship between the variability of the infectious period and final size in pairwise epidemic modelling
Zsolt Vizi, István Z. Kiss, Joel C. Miller +1
For a recently derived pairwise model of network epidemics with non-Markovian recovery, we prove that under some mild technical conditions on the distribution of the infectious per…
Dynamic mode decomposition for compressive system identification
Zhe Bai, Eurika Kaiser, Joshua L. Proctor +2
Dynamic mode decomposition has emerged as a leading technique to identify spatiotemporal coherent structures from high-dimensional data, benefiting from a strong connection to nonl…
Identifying spatiotemporal dynamics of Ebola in Sierra Leone using virus genomes
Kyle B. Gustafson, Joshua L. Proctor
Containing the recent West African outbreak of Ebola virus (EBOV) required the deployment of substantial global resources. Operationally, health workers and surveillance teams trea…
Adaptive Communication Networks with Privacy Guarantees
Atiye Alaeddini, Kristi Morgansen, Mehran Mesbahi
Utilizing the concept of observability, in conjunction with tools from graph theory and optimization, this paper develops an algorithm for network synthesis with privacy guarantees…
Asymmetric percolation drives a double transition in sexual contact networks
Antoine Allard, Benjamin M. Althouse, Samuel V. Scarpino +1
Zika virus (ZIKV) exhibits unique transmission dynamics in that it is concurrently spread by a mosquito vector and through sexual contact. We show that this sexual component of ZIK…
Model selection for dynamical systems via sparse regression and information criteria
Niall M. Mangan, J. Nathan Kutz, Steven L. Brunton +1
We develop an algorithm for model selection which allows for the consideration of a combinatorially large number of candidate models governing a dynamical system. The innovation ci…