Dr Ginestra Bianconi
Reader in Applied Mathematics
Email: g.bianconi@qmul.ac.ukTelephone: +44 (0)20 7882 5444Room Number: Queens’ Building, Room: W302Website: http://www.maths.qmul.ac.uk/~gbianconiOffice Hours: Tuesday: 10.30pm - 11.30pm (during term) or by appointment
Profile
Ginestra Bianconi is Reader of Applied Mathematics and the Head of the Complex Systems and Network group at the School of Mathematical Sciences of Queen Mary University of London and she is Alan Turing Fellow at the Alan Turing Institute. Currently she is Editor of PloSOne, and Scientific Reports, and she is Associate Editor of Chaos, Solitons and Fractals.
Her research activity on Statistical Mechanics and Network Science includes Network Theory and its interdisciplinary applications. She has formulated the Bianconi-Barabasi model that displays the Bose-Einstein condensation in complex networks. She has worked in network entropy and network ensembles and on dynamical processes on networks. In the last years she has been focusing on multilayer networks, network geometry and topology, percolation and network control. She is the author of the book Multilayer Networks: Structure and Function by Oxford University Press.
Research
Research Interests:
- Statistical mechanics of networks
-
- Multilayer Networks
- Network Topology and Network Geometry
- Network modelling
- Percolation theory
- Quantum phenomena on networks
- Critical phenomena on networks
- Entropy measures for network ensembles
- Models of social network dynamics
- Centrality measures for economic and financial networks
- Biological Networks
- Neural networks and brain dynamics
- Molecular Networks
- Complexity and criticality in condensed matter
Examples of research funding:
Publications
Ginestra Bianconi has published more than 130 papers and her work has appeared in major scientific journals such as Science, Nature, PNAS, PRX and Physical Review Letters. She is the author of the book Multilayer Networks: Structure and Function by Oxford University Press.
-
(2019). Beyond the clustering coefficient: A topological analysis of node neighbourhoods in complex networks Chaos, Solitons and Fractals X.
-
(2019). Large deviation theory of percolation on multiplex networks Journal of Statistical Mechanics: Theory and Experiment.
-
(2019). Synchronization in Network Geometries with Finite Spectral Dimension Physical Review E.
-
(2018). Controlling the uncertain response of real multiplex networks to random damage Physical Review E.
-
(2018). Topological Percolation on Hyperbolic Simplicial Complexes Physical Review E.
-
(2018). Network Geometry and Complexity Journal of Statistical Physics.
-
(2018). Complex Network Geometry and Frustrated Synchronization Scientific Reports.
-
(2018). Multiplex network analysis of the UK OTC derivatives market journal.
-
(2018). Dense Power-law Networks and Simplicial Complexes Physical Review E - Statistical, Nonlinear, and Soft Matter Physics.
-
(2018). Sparse power-law network model for reliable statistical predictions based on sampled data Entropy.
-
(2018). Complex network view of evolving manifolds Physical Review E.
-
(2018). Multilink Communities of Multiplex Networks PLoS ONE.
-
(2018). Multilink communities of multiplex networks. PLoS One.
-
(2018). Rare events and discontinuous percolation transitions Physical Review E.
-
(2017). Machine learning meets network science: dimensionality reduction for fast and efficient embedding of networks in the hyperbolic space Nature Communications.
-
(2017). Centralities of Nodes and Influences of Layers in Large Multiplex Networks Journal of Complex Networks.
-
(2017). Fluctuations in percolation of sparse complex networks Physical Review E.
-
(2017). Weighted Growing Simplicial Complexes Physical Review E.
-
(2017). Epidemic spreading and bond percolation in multilayer networks Journal of Statistical Mechanics: Theory and Experiment.
-
(2017). Emergent Hyperbolic Network Geometry Scientific Reports.
-
(2017). Redundant interdependencies boost the robustness of multiplex networks Physical Review X.
-
(2016). Percolation in real multiplex networks Physical Review E: Statistical, Nonlinear, and Soft Matter Physics.
-
(2016). Network analysis and modelling: Special issue of European Journal of Applied Mathematics EUROPEAN JOURNAL OF APPLIED MATHEMATICS.
-
(2016). Functional Multiplex PageRank Europhysics Letters: a letters journal exploring the frontiers of physics.
-
(2016). Message passing theory for percolation models on multiplex networks with link overlap Physical Review E.
-
(2016). The role of dimensionality in neuronal network dynamics. Sci Rep.
-
(2016). Correlated Edge Overlaps in Multiplex Networks Physical Review E - Statistical Physics, Plasmas, Fluids, and Related Interdisciplinary Topics.
-
(2016). Generalized network structures: The configuration model and the canonical ensemble of simplicial complexes Physical Review E - Statistical Physics, Plasmas, Fluids, and Related Interdisciplinary Topics.
-
(2016). Extracting Information from Multiplex Networks Chaos.
-
(2016). Network geometry with flavor: From complexity to quantum geometry. Phys Rev E.
-
(2016). Multiplex networks with heterogeneous activities of the nodes. Phys Rev E.
-
(2016). Emergence of Multiplex Communities in Collaboration Networks. PLoS One.
-
(2015). Mesoscopic structures reveal the network between the layers of multiplex data sets. Phys Rev E Stat Nonlin Soft Matter Phys.
-
(2015). Critical behavior at a dynamic vortex insulator-to-metal transition. Science.
-
(2015). Multiscale characterization of ageing and cancer progression by a novel network entropy measure. Mol Biosyst.
-
(2015). Emergence of soft communities from geometric preferential attachment. Sci Rep.
-
(2015). Degree correlations in signed social networks Physica A: Statistical Mechanics and its Applications.
-
(2015). Mutually connected component of networks of networks with replica nodes. Phys Rev E Stat Nonlin Soft Matter Phys.
-
(2015). Supersymmetric multiplex networks described by coupled Bose and Fermi statistics. Phys Rev E Stat Nonlin Soft Matter Phys.
-
(2014). Correlations between weights and overlap in ensembles of weighted multiplex networks. Phys Rev E Stat Nonlin Soft Matter Phys.
-
(2014). Nonlinear growth and condensation in multiplex networks. Phys Rev E Stat Nonlin Soft Matter Phys.
-
(2014). Triadic closure as a basic generating mechanism of communities in complex networks. Phys Rev E Stat Nonlin Soft Matter Phys.
-
(2014). Network controllability is determined by the density of low in-degree and out-degree nodes. Phys Rev Lett.
-
(2014). Weighted Multiplex Networks PLoS ONE 9(6): e97857 (2014).
-
(2014). Entropy distribution and condensation in random networks with a given degree distribution. Phys Rev E Stat Nonlin Soft Matter Phys.
-
(2014). Multiple percolation transitions in a configuration model of a network of networks. Phys Rev E Stat Nonlin Soft Matter Phys.
-
(2014). Condensation and topological phase transitions in a dynamical network model with rewiring of the links. Phys Rev E Stat Nonlin Soft Matter Phys.
-
(2014). Emergence of overlap in ensembles of spatial multiplexes and statistical mechanics of spatial interacting network ensembles. Phys Rev E Stat Nonlin Soft Matter Phys.
-
(2014). The structure and dynamics of multilayer networks Physics Reports.
-
(2013). Percolation in multiplex networks with overlap. Phys Rev E Stat Nonlin Soft Matter Phys.
-
(2013). Models, Entropy and Information of Temporal Social Networks Understanding Complex Systems.
-
(2013). Multiplex PageRank journal.
-
(2013). Statistical Mechanics of Multiplex Ensembles: Entropy and Overlap Phys.Rev.E.
-
(2013). Percolation on interacting, antagonistic networks JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT.
-
(2013). Selection for replicases in protocells. PLoS Comput Biol.
-
(2013). Connect and win: The role of social networks in political elections EPL.
-
(2013). Phase transition of light on complex quantum networks. Phys Rev E Stat Nonlin Soft Matter Phys.
-
(2013). Superconductor-insulator transition in a network of 2d percolation clusters EPL, 101.
-
(2012). Monochromaticity in neutral evolutionary network models. Phys Rev E Stat Nonlin Soft Matter Phys.
-
(2012). Dynamics of ranking processes in complex systems. Phys Rev Lett.
-
(2012). Enhancement of T-c in the superconductor-insulator phase transition on scale-free networks JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT.
-
(2012). Phase diagram of the Bose-Hubbard model on complex networks EPL.
-
(publicationYear). A comparison between the quasi-species evolution and stochastic quantization of fields European Physical Journal B: Condensed Matter and Complex Systems.
-
(2012). Features and heterogeneities in growing network models. Phys Rev E Stat Nonlin Soft Matter Phys.
-
(2012). Superconductor-insulator transition on annealed complex networks. Phys Rev E Stat Nonlin Soft Matter Phys.
-
(2012). Quantum mechanics formalism for biological evolution CHAOS SOLITONS & FRACTALS.
-
(2012). Differential network entropy reveals cancer system hallmarks. Sci Rep.
-
(2012). The dynamics of group formation among leeches. Front Physiol.
-
(2011). Entropy rate of nonequilibrium growing networks. Phys Rev E Stat Nonlin Soft Matter Phys.
-
(2011). Evolution and control of oxygen order in a cuprate superconductor. Nat Mater.
-
(2011). Modeling microevolution in a changing environment: the evolving quasispecies and the diluted champion process JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT.
-
(2011). Social network dynamics of face-to-face interactions. Phys Rev E Stat Nonlin Soft Matter Phys.
-
(2011). Unified framework for quasispecies evolution and stochastic quantization. Phys Rev E Stat Nonlin Soft Matter Phys.
-
(2011). Shannon and von Neumann entropy of random networks with heterogeneous expected degree. Phys Rev E Stat Nonlin Soft Matter Phys.
-
(2011). Entropy of dynamical social networks. PLoS One.
-
(2011). Social interactions model and adaptability of human behavior. Front Physiol.
-
(2010). Network resilience against intelligent attacks constrained by the degree-dependent node removal cost JOURNAL OF PHYSICS A-MATHEMATICAL AND THEORETICAL.
-
(2010). Bose-Einstein distribution, condensation transition, and multiple stationary states in multiloci evolution of diploid populations. Phys Rev E Stat Nonlin Soft Matter Phys.
-
(2010). Gibbs entropy of network ensembles by cavity methods. Phys Rev E Stat Nonlin Soft Matter Phys.
-
(2010). Critical fluctuations in spatial complex networks. Phys Rev Lett.
-
(2010). Dynamical and bursty interactions in social networks. Phys Rev E Stat Nonlin Soft Matter Phys.
-
(2010). Mean-field methods in evolutionary duplication-innovation-loss models for the genome-level repertoire of protein domains. Phys Rev E Stat Nonlin Soft Matter Phys.
-
(2009). GABAergic hub neurons orchestrate synchrony in developing hippocampal networks. Science.
-
(2009). Statistical mechanics of the "Chinese restaurant process": lack of self-averaging, anomalous finite-size effects, and condensation. Phys Rev E Stat Nonlin Soft Matter Phys.
-
(2009). Entropy measures for networks: toward an information theory of complex topologies. Phys Rev E Stat Nonlin Soft Matter Phys.
-
(2009). A minimal model for congestion phenomena on complex networks JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT.
-
(2009). Assessing the relevance of node features for network structure. Proc Natl Acad Sci U S A.
-
(2009). The percolation transition in correlated hypergraphs JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT.
-
(2009). Effects of Tobin taxes in minority game markets JOURNAL OF ECONOMIC BEHAVIOR & ORGANIZATION.
-
(2009). Percolation transition and distribution of connected components in generalized random network ensembles JOURNAL OF PHYSICS A-MATHEMATICAL AND THEORETICAL.
-
(2009). Entropy of network ensembles. Phys Rev E Stat Nonlin Soft Matter Phys.
-
(2009). Congestion phenomena on complex networks. Phys Rev E Stat Nonlin Soft Matter Phys.
-
(2008). Dynamics of condensation in growing complex networks. Phys Rev E Stat Nonlin Soft Matter Phys.
-
(2008). Flux distribution of metabolic networks close to optimal biomass production. Phys Rev E Stat Nonlin Soft Matter Phys.
-
(2008). On the rich-club effect in dense and weighted networks Eur. Phys. J. B.
-
(2008). Entropies of complex networks with hierarchically constrained topologies. Phys Rev E Stat Nonlin Soft Matter Phys.
-
(2008). Algorithm for counting large directed loops JOURNAL OF PHYSICS A-MATHEMATICAL AND THEORETICAL.
-
(2008). Most probable degree distribution at fixed structural entropy PRAMANA-JOURNAL OF PHYSICS.
-
(2008). Viable flux distribution in metabolic networks NETWORKS AND HETEROGENEOUS MEDIA.
-
(2008). Local structure of directed networks. Phys Rev Lett.
-
(2007). Comparing association network algorithms for reverse engineering of large-scale gene regulatory networks: synthetic versus real data. Bioinformatics.
-
(2007). A statistical mechanics approach for scale-free networks and finite-scale networks. Chaos.
-
(2007). Theory of rumour spreading in complex social networks PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS.
-
(2006). Number of cliques in random scale-free network ensembles PHYSICA D-NONLINEAR PHENOMENA.
-
(2006). Effect of degree correlations on the loop structure of scale-free networks. Phys Rev E Stat Nonlin Soft Matter Phys.
-
(2006). Emergence of large cliques in random scale-free networks EUROPHYSICS LETTERS.
-
(2006). Scale-free networks with an exponent less than two. Phys Rev E Stat Nonlin Soft Matter Phys.
-
(2005). Emergence of weight-topology correlations in complex scale-free networks EUROPHYSICS LETTERS.
-
(2005). Loops of any size and Hamilton cycles in random scale-free networks JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT.
-
(2005). Loops structure of the Internet at the autonomous system level. Phys Rev E Stat Nonlin Soft Matter Phys.
-
(2005). On the non-trivial dynamics of complex networks PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS.
-
(2004). Clogging and self-organized criticality in complex networks. Phys Rev E Stat Nonlin Soft Matter Phys.
-
(2004). Number of cycles in off-equilibrium scale-free networks and in the Internet at the Autonomous System Level EUROPEAN PHYSICAL JOURNAL B.
-
(2004). Ecology of active and passive players and their impact on information selection PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS.
-
(2004). Effect of temperature and X-ray illumination on the oxygen ordering in La2CuO4.1 superconductor JOURNAL OF SUPERCONDUCTIVITY.
-
(2003). The strain Of CuO(2) lattice: the second variable for the phase diagram of cuprate perovskites JOURNAL OF PHYSICS A-MATHEMATICAL AND GENERAL.
-
(2003). Size of quantum networks. Phys Rev E Stat Nonlin Soft Matter Phys.
-
(2003). Temperature and x-ray illumination effects in oxygen doped La(2)CuO(4) INTERNATIONAL JOURNAL OF MODERN PHYSICS B.
-
(2003). Number of loops of size h in growing scale-free networks. Phys Rev Lett.
-
(2002). Quantum statistics in complex networks. Phys Rev E Stat Nonlin Soft Matter Phys.
-
(2002). Mean field solution of the Ising model on a Barabasi-Albert network PHYSICS LETTERS A.
-
(2002). Growing Cayley trees described by a Fermi distribution. Phys Rev E Stat Nonlin Soft Matter Phys.
-
(2002). Disorder to order-like transition in La2CuO4.1 superconductor induced by high intensity X-rays INTERNATIONAL JOURNAL OF MODERN PHYSICS B.
-
(2002). Photo-induced phase transition to a striped polaron crystal in cuprates PHASE TRANSITIONS.
-
(2001). Bose-Einstein condensation in complex networks. Phys Rev Lett.
-
(2001). Competition and multiscaling in evolving networks EUROPHYSICS LETTERS.
-
(2001). A quantum phase transition driven by the electron lattice interaction gives high T-c superconductivity JOURNAL OF ALLOYS AND COMPOUNDS.
-
(2001). Fermionic and bosonic self-organized networks: a representation of quantum statistics (vol 14, pg 3289, 2000) INTERNATIONAL JOURNAL OF MODERN PHYSICS B.
-
(2001). Superstripes - Self organization of quantum wires in high T-c superconductors PHASE TRANSITIONS AND SELF-ORGANIZATION IN ELECTRONIC AND MOLECULAR NETWORKS.
-
(2000). Metallic stripes in oxygen doped La(2)CuO(4) INTERNATIONAL JOURNAL OF MODERN PHYSICS B.
-
(2000). Self-organized networks as a representation of quantum statistics INTERNATIONAL JOURNAL OF MODERN PHYSICS B.
-
(2000). The strain quantum critical point for superstripes in the phase diagram of all cuprate perovskites INTERNATIONAL JOURNAL OF MODERN PHYSICS B.
-
(2000). The stripe critical point for cuprates JOURNAL OF PHYSICS-CONDENSED MATTER.
-
(2000). Evidence for the strain critical point in high T(c) superconductors EUROPEAN PHYSICAL JOURNAL B.
-
(2000). Coexistence of stripes and superconductivity: T-c amplification in a superlattice of superconducting stripes PHYSICA C.
-
(2000). Transformation of strings into an inhomogeneous phase of stripes and itinerant carriers PHYSICS LETTERS A.
-
(2000). Power-Law distribution of the World Wide Web SCIENCE.
-
(1999). Renormalization-group study of one-dimensional systems with roughening transitions. Phys Rev E Stat Phys Plasmas Fluids Relat Interdiscip Topics.
-
(1999). Non-perturbative renormalization group approach to surface growth COMPUTER PHYSICS COMMUNICATIONS.
-
(1996). 'Tis sad to get bogged down in vegetable soup INTERNATIONAL JOURNAL OF MENTAL HEALTH.