28 citations
5 papers
A fast and efficient gene-network reconstruction method from multiple over-expression experiments
Dejan Stokic, Rudolf Hanel, Stefan Thurner
Reverse engineering of gene regulatory networks presents one of the big challenges in systems biology. Gene regulatory networks are usually inferred from a set of single-gene over-…
Pruning the Tree of Life: k-core Percolation as Selection Mechanism
Peter Klimek, Stefan Thurner, Rudolf Hanel
We propose a model for evolution aiming to reproduce statistical features of fossil data, in particular the distributions of extinction events, the distribution of species per genu…
Socio-economical dynamics as a solvable spin system on co-evolving networks
Christoly Biely, Rudolf Hanel, Stefan Thurner
We consider social systems in which agents are not only characterized by their states but also have the freedom to choose their interaction partners to maximize their utility. We m…
Unanimity Rule on networks
Renaud Lambiotte, Stefan Thurner, Rudolf Hanel
We introduce a model for innovation-, evolution- and opinion dynamics whose spreading is dictated by unanimity rules, i.e. a node will change its (binary) state only if all of its…
Random matrix ensembles of time-lagged correlation matrices: Derivation of eigenvalue spectra and analysis of financial time-series
Christoly Biely, Stefan Thurner
We derive the exact form of the eigenvalue spectra of correlation matrices derived from a set of time-shifted, finite Brownian random walks (time-series). These matrices can be see…