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- University of WashingtonUS11 papers
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5 papers · 1 filter
Koopman invariant subspaces and finite linear representations of nonlinear dynamical systems for control
Steven L. Brunton, Bingni W. Brunton, Joshua L. Proctor +1
In this work, we explore finite-dimensional linear representations of nonlinear dynamical systems by restricting the Koopman operator to an invariant subspace. The Koopman operator…
Discovering governing equations from data: Sparse identification of nonlinear dynamical systems
Steven L. Brunton, Joshua L. Proctor, J. Nathan Kutz
The ability to discover physical laws and governing equations from data is one of humankind's greatest intellectual achievements. A quantitative understanding of dynamic constraint…
Optimal population-level infection detection strategies for malaria control and elimination in a spatial model of malaria transmission
Jaline Gerardin, Caitlin A. Bever, Busiku Hamainza +3
Mass campaigns with antimalarial drugs are potentially a powerful tool for local elimination of malaria, yet current diagnostic technologies are insufficiently sensitive to identif…
Equivalence of several generalized percolation models on networks
Joel C. Miller
In recent years, many variants of percolation have been used to study network structure and the behavior of processes spreading on networks. These include bond percolation, site pe…
Has wild poliovirus been eliminated from Nigeria?
Michael Famulare
Wild poliovirus type 3 (WPV3) has not been seen anywhere since the last case of WPV3-associated paralysis in Nigeria in November 2012. At the time of writing, the most recent case…