CODE
Select projects:
Supracentrality [Python, Matlab]
Analyzes the importances of nodes in multimodal datasets for biological, social and information systems
Accompanies submitted manuscript: D Taylor, MA Porter and PJ Mucha (2019) Tunable eigenvector-based centralities for multiplex and temporal networks. [arXiv]
Analyzes the importances of nodes in time-varying biological, social and information networks
Accompanies the journal publication: D Taylor, SA Meyers, A Clauset, MA Porter and PJ Mucha (2017) Eigenvector-based centrality measures for temporal networks. Multiscale Modeling and Simulation, 15(1), 537-574. [arXiv] [MMS]
Optimizes phase synchronization for networks of heterogeneous phase oscillators
Accompanies the journal publication: D Taylor, PS Skardal and J Sun (2016) Synchronization of heterogeneous oscillators under network modifications: Perturbation and optimization of the synchrony alignment function. SIAM Journal on Applied Mathematics 76(5), 1984-2008 [arXiv] [SIAP]
Contagion Maps [c++, Matlab]
Maps a network to a point cloud based on the Watts threshold model (WTM) for complex contagions
Accompanies the journal publication: D Taylor, F Klimm, HA Harrington, M Kramar, K Mischaikow, MA Porter and PJ Mucha (2015) Topological data analysis of contagion maps for examining spreading processes on networks. Nature Communications 6, 7723. [arXiv] [Nature]
***All code is licensed under the GNU General Public License.