2 papers
math.DS2018
Manifold learning for parameter reduction
Alexander Holiday, Mahdi Kooshkbaghi, Juan M. Bello-Rivas +3
Large scale dynamical systems (e.g. many nonlinear coupled differential equations) can often be summarized in terms of only a few state variables (a few equations), a trait that re…
q-bio.QM2015
Modeling epidemics on adaptively evolving networks: a data-mining perspective
Assimakis A. Kattis, Alexander Holiday, Ana-Andreea Stoica +1
The exploration of epidemic dynamics on dynamically evolving ("adaptive") networks poses nontrivial challenges to the modeler, such as the determination of a small number of inform…