Spatial Networks

Abstract

Complex systems are very often organized under the form of networks where nodes and edges are embedded in space. Transportation and mobility networks, Internet, mobile phone networks, power grids, social and contact networks, neural networks, are all examples where space is relevant and where topology alone does not contain all the information. Characterizing and understanding the structure and the evolution of spatial networks is thus crucial for many different fields ranging from urbanism to epidemiology. An important consequence of space on networks is that there is a cost associated to the length of edges which in turn has dramatic effects on the topological structure of these networks. We will expose thoroughly the current state of our understanding of how the spatial constraints affect the structure and properties of these networks. We will review the most recent empirical observations and the most important models of spatial networks. We will also discuss various processes which take place on these spatial networks, such as phase transitions, random walks, synchronization, navigation, resilience, and disease spread.

Review article, revised and augmented version, 86 pages, 86 figures, 338 references

References in corpus (44)

• Fast unfolding of communities in large networks
• Understanding individual human mobility patterns
• Statistical physics of social dynamics
• Synchronization in complex networks
• Resolution limit in community detection
• The scaling laws of human travel
• Scale-free brain functional networks
• Modeling the scaling properties of human mobility
• Hyperbolic Geometry of Complex Networks
• Reaction-diffusion processes and metapopulation models in heterogeneous networks
• Modeling the Worldwide Spread of Pandemic Influenza: Baseline Case and Containment Interventions
• Navigability of Complex Networks
• Understanding the spreading patterns of mobile phone viruses
• The spatial structure of networks
• Sustaining the Internet with Hyperbolic Mapping
• Geographical dispersal of mobile communication networks
• Scaling laws in the spatial structure of urban road networks
• Self-similarity of complex networks and hidden metric spaces
• Invasion threshold in heterogeneous metapopulation networks
• Gravity model in the Korean highway
• Robustness of the European power grids under intentional attack
• Empirical analysis of the worldwide maritime transportation network
• Modeling urban street patterns
• Predictability and epidemic pathways in global outbreaks of infectious diseases: the SARS case study
• Spatial Growth of Real-world Networks
• Optimal design of spatial distribution networks
• Statistical Analysis of the Metropolitan Seoul Subway System: Network Structure and Passenger Flows
• A system of mobile agents to model social networks
• Shape and efficiency in spatial distribution networks
• How to make a fragile network robust and vice versa
• Distance Is Not Dead: Social Interaction and Geographical Distance in the Internet Era
• Geographical threshold graphs with small-world and scale-free properties
• Co-evolution of density and topology in a simple model of city formation
• Exact analytical solution of average path length for Apollonian networks
• Interplay between function and structure in complex networks
• Statistical Mechanics of Steiner trees
• Empirical analysis of the ship-transport network of China
• A complex network approach to robustness and vulnerability of spatially organized water distribution networks
• Kleinberg Navigation in Fractal Small World Networks
• Street centrality vs. commerce and service locations in cities: a Kernel Density Correlation case study in Bologna, Italy
• An optimal network for passenger traffic
• Optimal spatial transportation networks where link-costs are sublinear in link-capacity
• Phase transition of a one-dimensional Ising model with distance-dependent connections
• Maximizing Entropy Yields Spatial Scaling in Social Networks

Cited by in corpus (483)

• Multilayer Networks
• The structure and dynamics of multilayer networks
• Temporal Networks
• OSMnx: New Methods for Acquiring, Constructing, Analyzing, and Visualizing Complex Street Networks
• A universal model for mobility and migration patterns
• Vital nodes identification in complex networks
• Human Mobility: Models and Applications
• Diffusion dynamics on multiplex networks
• The Anatomy of the Facebook Social Graph
• Evolutionary games on multilayer networks: A colloquium
• The physics of spreading processes in multilayer networks
• Social physics
• Complex network approaches to nonlinear time series analysis
• Emergence of network features from multiplexity
• COVID-19 lockdown induces disease-mitigating structural changes in mobility networks
• An efficient and principled method for detecting communities in networks
• Structure and inference in annotated networks
• Uncovering patterns of inter-urban trip and spatial interaction from social media check-in data
• Graph analysis of functional brain networks: practical issues in translational neuroscience
• MuxViz: A Tool for Multilayer Analysis and Visualization of Networks
• Understanding Road Usage Patterns in Urban Areas
• Percolation on complex networks: Theory and application
• Abrupt transition in the structural formation of interconnected networks
• Uncovering space-independent communities in spatial networks
• Generative models of the human connectome
• Urban Spatial Order: Street Network Orientation, Configuration, and Entropy
• Fundamental structures of dynamic social networks
• The extreme vulnerability of interdependent spatially embedded networks
• Modeling the Multi-layer Nature of the European Air Transport Network: Resilience and Passengers Re-scheduling under random failures
• World citation and collaboration networks: uncovering the role of geography in science
• Coevolution spreading in complex networks
• Transport on coupled spatial networks
• Percolation in real interdependent networks
• Fundamentals of spreading processes in single and multilayer complex networks
• Topological strata of weighted complex networks
• Network Geometry
• How congestion shapes cities: from mobility patterns to scaling
• Systematic comparison of trip distribution laws and models
• Percolation in Interdependent and Interconnected Networks: Abrupt Change from Second to First Order Transition
• Network Analysis of Particles and Grains
• Explosive Phenomena in Complex Networks
• Spatially localized attacks on interdependent networks: the existence of a finite critical attack size
• From the betweenness centrality in street networks to structural invariants in random planar graphs
• A Multi-Scale Analysis of 27,000 Urban Street Networks: Every US City, Town, Urbanized Area, and Zillow Neighborhood
• Predicting commuter flows in spatial networks using a radiation model based on temporal ranges
• Universal Predictability of Mobility Patterns in Cities
• The Multilayer Temporal Network of Public Transport in Great Britain
• The synchronized dynamics of time-varying networks
• Robust classification of salient links in complex networks
• Diversity of individual mobility patterns and emergence of aggregated scaling laws
• Congestion induced by the structure of multiplex networks
• Social media fingerprints of unemployment
• Measuring the Complexity of Urban Form and Design
• Towards real-world complexity: an introduction to multiplex networks
• Simplicial complexes and complex systems
• The Small World of Osteocytes: Connectomics of the Lacuno-Canalicular Network in Bone
• The new challenges of multiplex networks: measures and models
• Topological data analysis of contagion maps for examining spreading processes on networks
• Scale-free Resilience of Real Traffic Jams
• A spectrum of routing strategies for brain networks
• Evolving networks in the human epileptic brain
• Modeling collective human mobility: Understanding exponential law of intra-urban movement
• Unraveling the origin of exponential law in intra-urban human mobility
• Extraction of Force-Chain Network Architecture in Granular Materials Using Community Detection
• Unified functional network and nonlinear time series analysis for complex systems science: The pyunicorn package
• A Universal Model of Commuting Networks
• Urban street networks: a comparative analysis of ten European cities
• Understanding mobility in a social petri dish
• Cascading Failures in Complex Networks
• Graph Vulnerability and Robustness: A Survey
• Limited Urban Growth: London's Street Network Dynamics since the 18th Century
• The Influence of Network Topology on Sound Propagation in Granular Materials
• Extreme events in dynamical systems and random walkers: A review
• Analytical framework for recurrence-network analysis of time series
• A Random Growth Model for Power Grids and Other Spatially Embedded Infrastructure Networks
• Optimal percolation on multiplex networks
• Evolution of network architecture in a granular material under compression
• Flow networks: A characterization of geophysical fluid transport
• Street Network Models and Indicators for Every Urban Area in the World
• Emergence of overlap in ensembles of spatial multiplexes and statistical mechanics of spatial interacting networks ensembles
• Ordinary Percolation with Discontinuous Transitions
• Random geometric graphs with general connection functions
• Resolving structural variability in network models and the brain
• Emergent Complex Network Geometry
• Multimodal urban mobility and multilayer transport networks
• Correlation dimension of complex networks
• Graph Information Bottleneck
• Self-healing networks: redundancy and structure
• Inferring human mobility using communication patterns
• The hidden geometry of weighted complex networks
• Epidemiological modeling of the 2005 French riots: a spreading wave and the role of contagion
• Unwinding the hairball graph: pruning algorithms for weighted complex networks
• Beyond the clustering coefficient: A topological analysis of node neighbourhoods in complex networks
• Phase transition in the economically modeled growth of a cellular nervous system
• Morphology of travel routes and the organization of cities
• Emergence of hierarchy in cost driven growth of spatial networks
• Clustering implies geometry in networks
• A Unifying Framework for Measuring Weighted Rich Clubs
• Human Mobility in a Continuum Approach
• Predictability of road traffic and congestion in urban areas
• Growing Urban Bicycle Networks
• Rockfall susceptibility and network-ranked susceptibility along the Italian railway
• Spatio-temporal networks: reachability, centrality and robustness
• Identifying spatial invasion of pandemics on metapopulation networks via anatomizing arrival history
• A universal opportunity model for human mobility
• Emergence of assortative mixing between clusters of cultured neurons
• Complex networks vulnerability to module-based attacks
• Reconstructing commuters network using machine learning and urban indicators
• Two distinct transitions in spatially embedded multiplex networks
• Birth and stabilization of phase clusters by multiplexing of adaptive networks
• Resolving Structure in Human Brain Organization: Identifying Mesoscale Organization in Weighted Network Representations
• Density-based and transport-based core-periphery structures in networks
• Planarity and Street Network Representation in Urban Form Analysis
• Diversity of information pathways drives scaling and sparsity in real-world networks
• Centrality-based identification of important edges in complex networks
• Relating land use and human intra-city mobility
• Emergence of synchronization in multiplex networks of mobile Rössler oscillators
• Vector Centrality in Hypergraphs
• Impact of embedding on predictability of failure-recovery dynamics in networks
• The origins of Zipf's meaning-frequency law
• Local impacts on road networks and access to critical locations during extreme floods
• Transitive Reduction of Citation Networks
• Mobility and Congestion in Dynamical Multilayer Networks with Finite Storage Capacity
• Robustness of a Network Formed of Spatially Embedded Networks
• Spreading of localized attacks in spatial multiplex networks
• A model to identify urban traffic congestion hotspots in complex networks
• Identifying an influential spreader from a single seed in complex networks via a message-passing approach
• Hierarchical ordering of reticular networks
• Topological phenotypes constitute a new dimension in the phenotypic space of leaf venation networks
• Degree Correlations in Random Geometric Graphs
• An Interdisciplinary Survey on Origin-destination Flows Modeling: Theory and Techniques
• Comprehensive routing strategy on multilayer networks
• Jointly Contrastive Representation Learning on Road Network and Trajectory
• Statistical properties of position-dependent ball-passing networks in football games
• Tuning synchronization of integrate-and-fire oscillators through mobility
• New parameter-free mobility model: Opportunity priority selection model
• Mapping and discrimination of networks in the complexity-entropy plane
• Spatial patterns of close relationships across the lifespan
• Node-weighted interacting network measures improve the representation of real-world complex systems
• Phase transitions in Pareto optimal complex networks
• Network structure of subway passenger flows
• Enhanced Flow in Small-World Networks
• Does the brain behave like a (complex) network? I. Dynamics
• Spatial super-spreaders and super-susceptibles in human movement networks
• Forecasting failure locations in two-dimensional disordered lattices
• Topological data analysis of continuum percolation with disks
• Spatial network surrogates for disentangling complex system structure from spatial embedding of nodes
• Two-dimensional SIR epidemics with long range infection
• Percolation in real multiplex networks
• Cascading failures in spatially-embedded random networks
• The effect of anti-COVID-19 policies to the evolution of the disease: A complex network analysis to the successful case of Greece
• Preferential attachment in growing spatial networks
• Exploring Maps with Greedy Navigators
• Random Rectangular Graphs
• Small worlds and clustering in spatial networks
• Multiscale socio-ecological networks in the age of information
• Multiscale core-periphery structure in a global liner shipping network
• Public transportation in UK viewed as a complex network
• Spatial Applications of Topological Data Analysis: Cities, Snowflakes, Random Structures, and Spiders Spinning Under the Influence
• The combined effect of connectivity and dependency links on percolation of networks
• High-order couplings in geometric complex networks of neurons
• Complex networks embedded in space: Dimension and scaling relations between mass, topological distance and Euclidean distance
• Heterogeneous continuous time random walks
• An efficient strategy to suppress epidemic explosion in heterogeneous metapopulation networks
• Supersampling and network reconstruction of urban mobility
• Assessing reliable human mobility patterns from higher-order memory in mobile communications
• Exploring complex networks via topological embedding on surfaces
• Decongestion of urban areas with hotspot-pricing
• Synchronization in Delayed Multiplex Networks
• Latent geometry of bipartite networks
• Quantifying long-term evolution of intra-urban spatial interactions
• Efficient algorithm to study interconnected networks
• Urban retail dynamics: insights from percolation theory and spatial interaction modelling
• Layer Communities in Multiplex Networks
• The Right Tools for the Job: The Case for Spatial Science Tool-Building
• Impact of physicality on network structure
• Spreading dynamics on spatially constrained complex brain networks
• Large-deviation properties of resilience of power grids
• Discriminating Topology in Galaxy Distributions using Network Analysis
• Linear stability analysis for large dynamical systems on directed random graphs
• Co-Diffusion of Social Contagions
• Architecture of the Florida Power Grid as a Complex Network
• An SIS epidemic model with vaccination in a dynamical contact network of mobile individuals with heterogeneous spatial constraints
• A simple, distance-dependent formulation of the Watts-Strogatz model for directed and undirected small-world networks
• Analysis on the urban street network of Korea: Connections between topology and meta-information
• Multiplex decomposition of non-Markovian dynamics and the hidden layer reconstruction problem
• Driving interconnected networks to supercriticality
• Interactions In Space For Archaeological Models
• Spectral statistics of random geometric graphs
• What is the dimension of citation space?
• Identifying delayed directional couplings with symbolic transfer entropy
• Gravity model explained by the radiation model on a population landscape
• Universality at Breakdown of Quantum Transport on Complex Networks
• Complex delay dynamics on railway networks: from universal laws to realistic modelling
• Demarcating Geographic Regions using Community Detection in Commuting Networks with Significant Self-Loops
• A statistical model for brain networks inferred from large-scale electrophysiological signals
• Hierarchical mutual information for the comparison of hierarchical community structures in complex networks
• Introduction to correlation networks: Interdisciplinary approaches beyond thresholding
• Exact solution of gyration radius of individual's trajectory for a simplified human mobility model
• Towards a Realistic Model for Failure Propagation in Interdependent Networks
• Fixed Point Properties of the Ising Ferromagnet on the Hanoi Networks
• Analysing Human Mobility Patterns of Hiking Activities through Complex Network Theory
• Dynamical phase transitions in the nonreciprocal Ising model
• Network Properties for Robust Multilayer Infrastructure Systems: A Percolation Theory Review
• Optimal transport in multilayer networks for traffic flow optimization
• Statistical Mechanics of Multi-Edge Networks
• A survey on Human Mobility and its applications
• Centrality anomalies in complex networks as a result of model over-simplification
• Unsupervised embedding of trajectories captures the latent structure of scientific migration
• The impact of inter-city mobility on urban welfare
• Topological versus spectral properties of random geometric graphs
• Hub-activated signal transmission in complex networks
• Coherent force chains in disordered granular materials emerge from a percolation of quasilinear clusters
• Large-deviation properties of resilience of transportation networks
• Spatio-Temporal Patterns of the International Merger and Acquisition Network
• Scaling in the recovery of urban transportation systems from special events
• Spatial regionalization based on optimal information compression
• Some recent advances in urban system science: models and data
• Effects of local and global network connectivity on synergistic epidemics
• Analysis and data-driven reconstruction of bivariate jump-diffusion processes
• Random Spatial Network Models with Core-Periphery Structure
• Evolution of Cooperation on Spatially Embedded Networks
• The shape of shortest paths in random spatial networks
• k-core percolation on interdependent and interconnected multiplex networks
• Causal invariant geographic network representations with feature and structural distribution shifts
• The Morphology and Circuity of Walkable and Drivable Street Networks
• Role of dimensionality in preferential attachment growth in the Bianconi-Barabási model
• Scale-free networks embedded in fractal space
• A generalised model for asymptotically-scale-free geographical networks
• Spatial correlations in attribute communities
• DeFiNe: an optimisation-based method for robust disentangling of filamentous networks
• Social distancing in pedestrian dynamics and its effect on disease spreading
• Entropy of Spatial Network Ensembles
• The Importance of Antipersistence for Traffic Jams
• Lower bound of assortativity coefficient in scale-free networks
• Modelling Excess Mortality in Covid-19-like Epidemics
• Network Analysis of Cosmic Structures : Network Centrality and Topological Environment
• Critical stretching of mean-field regimes in spatial networks
• Functionally Fractal Urban Networks: Geospatial Co-location and Homogeneity of Infrastructure
• Emergence of scale-free close-knit friendship structure in online social networks
• Features and heterogeneities in growing network models
• Tweaking Synchronisation by Link Addition
• Orientations and matrix function-based centralities in multiplex network analysis of urban public transport
• Information theoretic network approach to socioeconomic correlations
• Ordinal methods for a characterization of evolving functional brain networks
• Percolation of Hierarchical Networks and Networks of Networks
• Central loops in random planar graphs
• The impact of constrained rewiring on network structure and node dynamics
• A Mean-Field Approach to Evolving Spatial Networks, with an Application to Osteocyte Network Formation
• A general model of hierarchical fractal scale-free networks
• Large-scale structures in the $\Lambda$CDM Universe: network analysis and machine learning
• Modelling virus spreading in ride-pooling networks
• Contact network models matching the dynamics of the COVID-19 spreading
• Connectivity in One-Dimensional Soft Random Geometric Graphs
• Detecting spatial homogeneity in the world trade web with Detrended Fluctuation Analysis
• Classification of critical phenomena in hierarchical small-world networks
• Spatial effects in real networks: measures, null models, and applications
• Non-Local Product Rules for Percolation
• The path most travelled: Mining road usage patterns from massive call data
• Concentric Network Symmetry
• Edge directionality properties in complex spherical networks
• Robustness of Spatial Micronetworks
• Majority-vote model on spatially embedded networks: crossover from mean-field to Ising universality classes
• Scale-invariant geometric random graphs
• Analysis of heat kernel highlights the strongly modular and heat-preserving structure of proteins
• Scale effects on spatially embedded contact networks
• Free utility model for explaining the social gravity law
• Rapid decay in the relative efficiency of quarantine to halt epidemics in networks
• Weighted hypersoft configuration model
• Simplicial cascades are orchestrated by the multidimensional geometry of neuronal complexes
• Random geometric graphs in high dimension
• Random spherical graphs
• A growth model for water distribution networks with loops
• Critical behavior of cascading failures in overloaded networks
• Sizing the length of complex networks
• Spatial networks with wireless applications
• Risk of coinfection outbreaks in temporal networks: a case study of a hospital contact network
• Symmetric motifs in random geometric graphs
• Spreading of localized attacks on spatial multiplex networks with a community structure
• Highly Dispersed Networks Generated by Enhanced Redirection
• First-passage phenomena in hierarchical networks
• The sum of edge lengths in random linear arrangements
• Preferential attachment with partial information
• Multilayer modeling of adoption dynamics in energy demand management
• Quantitative analyses of the plant cytoskeleton reveal underlying organizational principles
• Can recurrence networks show small world property?
• Honeybee-like collective decision making in a kilobot swarm
• Scaling Laws in Spatial Network Formation
• Robustness modularity in complex networks
• Geometrical and spectral study of $\beta$-skeleton graphs
• Decentralized Data Storages: Technologies of Construction
• Thermodynamics of network model fitting with spectral entropies
• Two-dimensional Ising model on random lattices with constant coordination number
• Balancing building and maintenance costs in growing transport networks
• Convexity in complex networks
• Effective medium approximation for lattice random walks with long-range jumps
• Edge anisotropy and the geometric perspective on flow networks
• Highly Dispersed Networks
• Optimal forwarding ratio on dynamical networks with heterogeneous mobility
• Latent Poisson models for networks with heterogeneous density
• A Survey of Community Search Over Big Graphs
• A Review of Spatial Network Insights and Methods in the Context of Planning: Applications, Challenges, and Opportunities
• Exploring the relationship between the spatial distribution of roads and universal pattern of travel-route efficiency in urban road networks
• Real-Space Renormalization Group for Spectral Properties of Hierarchical Networks
• Transitions in spatial networks
• Network-based model of the growth of termite nests
• Complete coverage of space favors modularity of the grid system in the brain
• Complex systems: features, similarity and connectivity
• Centralized versus Decentralized Infrastructure Networks
• Statistics of Two-point Correlation and Network Topology for Lyman Alpha Emitters at $z\approx 2.67$
• Model for the growth of the World Airline Network
• Detecting network communities beyond assortativity-related attributes
• Minimal paths between communities induced by geographical networks
• Deep learning based parameter search for an agent based social network model
• Universal bursty behavior in the air transportation system
• Comparing spatial networks: A 'one size fits all' efficiency-driven approach
• An embedding-based distance for temporal graphs
• Learning Dynamic Boltzmann Distributions as Reduced Models of Spatial Chemical Kinetics
• The configuration multi-edge model: Assessing the effect of fixing node strengths on weighted network magnitudes
• Scaling laws of failure dynamics on complex networks
• Identifying sinks and sources of human flows: A new approach to characterizing urban structures
• A Latent Parameter Node-Centric Model for Spatial Networks
• Nonlinear random walks optimize the trade-off between cost and prevention in epidemics lockdown measures : the ESIR model
• Mobility-enhanced signal response in metapopulation networks of coupled oscillators
• Duality between preferential attachment and static random networks on hyperbolic spaces
• Effects of the distant population density on spatial patterns of demographic dynamics
• Social adaptive behavior and oscillatory prevalence in an epidemic model on evolving random geometric graphs
• Dual communities in spatial networks
• Levy geometric graphs
• An Introduction to Complex Networks in Climate Finance
• Spatio-temporal analysis of micro economic activities in Rome reveals patterns of mixed-use urban evolution
• Susceptible-Infected-Recovered model on Euclidean network
• Evolution of polygonal crack patterns in mud when subjected to repeated wetting-drying cycles
• Maximum Entropy Approach for the Prediction of Urban Mobility Patterns
• Self-organization versus top-down planning in the evolution of a city
• The Fitness-Corrected Block Model, or how to create maximum-entropy data-driven spatial social networks
• Performance of attack strategies on modular networks
• Transmission and navigation on disordered lattice networks, directed spanning forests and Brownian web
• A Catalog of Formulations for the Network Pricing Problem
• Explosive dismantling of two-dimensional random lattices under betweenness centrality attacks
• Current Redistribution in Resistor Networks: Fat-Tail Statistics in Regular and Small-World Networks
• Scaling of transmission capacities in coarse-grained renewable electricity networks
• Exact and rapid linear clustering of networks with dynamic programming
• Multiple gravity laws for human mobility within cities
• A perturbation-based approach to identifying potentially superfluous network constituents
• Node-layer duality in networked systems
• Geometric evolution of complex networks
• Extending modularity by capturing the similarity attraction feature in the null model
• Isolation probabilities in dynamic soft random geometric graphs
• Heterogeneous information network model for equipment-standard system
• Strange Attractors in Complex Networks
• A network model of conviction-driven social segregation
• Characterizing network circuity among heterogeneous urban amenities
• Spatial distribution of graffiti: A complex network approach
• The Role of Network Analysis in Industrial and Applied Mathematics
• Epidemic modelling requires knowledge of the social network
• Explaining the stellar initial mass function with the theory of spatial networks
• Gender Patterns of Human Mobility in Colombia: Reexamining Ravenstein's Laws of Migration
• On the decentralized navigation of multiple packages on transportation networks
• Multiresolution Tensor Decomposition for Multiple Spatial Passing Networks
• Towards a classification of planar maps
• Robust design of bicycle infrastructure networks
• Triadic time series motifs
• Modeling spatial social complex networks for dynamical processes
• Complexity and irreducibility of dynamics on networks of networks
• A survey of results on mobile phone datasets analysis
• Isolation and connectivity in random geometric graphs with self-similar intensity measures
• Optimization of robustness based on reinforced nodes in a modular network
• Information measures and cognitive limits in multilayer navigation
• Non-uniform random graphs on the plane: A scaling study
• Effect of Burstiness on the Air Transportation System
• Degree heterogeneity in spatial networks with total cost constraint
• Observability transition in multiplex networks
• Resolving degeneracies in Google search via quantum stochastic walks
• Edge crossings in random linear arrangements
• Measuring the dimension of partially embedded networks
• Directed Random Markets: Connectivity determines Money
• Driving forces in researchers mobility
• Human migration patterns in large scale spatial with the resume data
• How much longer do you have to drive than the crow has to fly?
• Network generation and evolution based on spatial and opinion dynamics components
• Geometric properties of graph layouts optimized for greedy navigation
• Landscape Geometry-based Percolation of Traffic in Several Populous Cities around the World
• A study of gravity-linked metapopulation models for the spatial spread of dengue fever
• Structural and temporal heterogeneities on networks
• Cooperation Optimized Design for Information Dissemination in Vehicular Networks using Evolutionary Game Theory
• Continuous Average Straightness in Spatial Graphs
• Learn-n-Route: Learning implicit preferences for vehicle routing
• Animal daily mobility patterns analysis using resting event networks
• Fast algorithm for topologically disordered lattices with constant coordination number
• Online landmark replacement for out-of-sample dimensionality reduction methods
• Orometric Methods in Bounded Metric Data
• Imbalance of pairwise efficiency in urban street network
• Grass-roots optimization of coupled oscillator networks
• A distance constrained synaptic plasticity model of C. elegans neuronal network
• On inferring structural connectivity from brain functional-MRI data
• Correlation between social proximity and mobility similarity
• Corrected mean-field model for random sequential adsorption on random geometric graphs
• Decentralized Routing on Spatial Networks with Stochastic Edge Weights
• Gang Confrontation: The case of Medellin (Colombia)
• Mesoscopic architecture enhances communication across the Macaque connectome revealing structure-function correspondence in the brain
• Deep Gravity: enhancing mobility flows generation with deep neural networks and geographic information
• Resilience of antagonistic networks with regard to the effects of initial failures and degree-degree correlations
• Improving robustness of spatial networks via reinforced nodes
• A framework for evaluating complex networks measurements
• Networks and the Resilience and Fall of Empires: a Macro-Comparison of the Imperium Romanum and Imperial China
• Contribution of hidden modes to nonlinear epidemic dynamics in urban human proximity networks
• Weighted random--geometric and random--rectangular graphs: Spectral and eigenfunction properties of the adjacency matrix
• Demand-driven design of bicycle infrastructure networks for improved urban bikeability
• Malleability of complex networks
• Forman-Ricci flow for change detection in large dynamic data sets
• Isotropic random geometric networks in two dimensions with a penetrable cavity
• img2net: Automated network-based analysis of imaged phenotypes
• Optimal Vertex Cover for the Small-World Hanoi Networks
• Homology Groups of Embedded Fractional Brownian Motion
• Pedestrian fluxes in confined geometric networks: entropic measures and robustness of accessibility in a university campus
• Computing Feasible Vehicle Platooning Opportunities for Transport Assignments
• The Form of Gentrification
• Morphogenesis of complex networks: a reaction diffusion framework for spatial graphs
• Urban Analytics: Multiplexed and Dynamic Community Networks
• Structure Entropy, Self-Organization, and Power Laws in Urban Street Networks: Evidence for Alexander's Ideas
• Exact rank-reduction of network models
• On the location and the strength of controllers to desynchronize coupled Kuramoto oscillators
• Network architecture of energy landscapes in mesoscopic quantum systems
• Reaction-diffusion on random spatial networks with scale-free jumping rates via effective medium theory
• Large algebraic connectivity fluctuations in spatial network ensembles imply a predictive advantage from node location information
• A local algorithm and its percolation analysis of bipartite $z$-matching problem
• A network approach to quantifying radiotherapy effect on cancer: Radiosensitive gene group centrality
• Inferring urban social networks from publicly available data
• Topological data analysis of truncated contagion maps
• Long-range connections, real-world networks and rates of diffusion
• Communicability Angle and the Spatial Efficiency of Networks
• Active-travel modelling: a methodological approach to networks for walking and cycling commuting analysis
• Vulnerability of Transport through Evolving Spatial Networks
• Multilayer Network Analysis of European Regional Flows
• Graph-Dynamics correspondence in metallic glass-forming liquids
• Herd Immunity with Spatial Adaptation Based on Global Prevalence Information
• Janus Percolation in Anisotropic Limited-Degree Networks
• Understanding How Network Geometry Influences Diffusion Processes in Complex Networks: A Focus on Cryptocurrency Blockchains and Critical Infrastructure Networks
• Exploring the interplay between population profile and optimal routes in U.S. cities
• Refinement for community structures of bipartite networks
• Scale-free percolation in continuum space: quenched degree and clustering coefficient
• Multi-dimensional Urban Network Percolation
• Optimal paths on the road network as directed polymers
• Classification of infrastructure networks by neighborhood degree distribution
• Irregular Metamaterial Networks
• Temporal networks as a modeling framework
• Spatiotemporal Activity-Driven Networks
• Latent geometry emerging from network-driven processes
• Preferential attachment: a multi-attribute growth process generating scale-free networks of different topologies
• Who is the root in a syntactic dependency structure?
• Curvature of an Arbitrary Surface for Discrete Gravity and for $d=2$ Pure Simplicial Complexes
• The network paradigm as a modeling tool in regional economy: the case of interregional commuting in Greece
• Fault Tolerance of Small-World Regular and Stochastic Interconnection Networks
• Will Scale-free Popularity Develop Scale-free Geo-social Networks?
• Local Articulation Points in Complex Networks
• The healing strategy by prioritizing minimum degree against localized attacks on interdependent spatially embedded networks
• Inferring Metapopulation Propagation Network for Intra-city Epidemic Control and Prevention
• Robustness of urban road networks based on spatial topological patterns
• The Hidden Flow Structure and Metric Space of Network Embedding Algorithms Based on Random Walks
• From Cities to Series: Complex Networks and Deep Learning for Improved Spatial and Temporal Analytics*
• On the problem of boundaries and scaling for urban street networks
• Activity Dynamics in Collaboration Networks
• Accounting for the Role of Long Walks on Networks via a New Matrix Function
• Does social distancing matter for infectious disease propagation? A SEIR model and Gompertz law based cellular automaton
• Investigating cognitive ability using action-based models of structural brain networks
• How does the Topology of City Streets Impact on their Respective Optimization?
• Hidden space reconstruction inspires link prediction in complex networks
• A Geometric Chung Lu model and the Drosophila Medulla connectome
• Quantifying Retail Agglomeration using Diverse Spatial Data
• Random Spatial Networks: Small Worlds without Clustering, Traveling Waves, and Hop-and-Spread Disease Dynamics
• Modelling the Self-similarity in Complex Networks Based on Coulomb's Law
• Cascading failures in anisotropic interdependent networks of spatial modular structures
• Renormalization Group Solution of the Chutes&Ladder Model
• Generalized Erdos Numbers for network analysis
• The short-cut network within protein residue networks
• Ring aggregation pattern of Human Travel Trips
• Using Ensemble Analysis to study the effects of Network Topology on Performance in Urban Road Networks
• On the $k$ Nearest-Neighbor Path Distance from the Typical Intersection in the Manhattan Poisson Line Cox Process
• A Quality and Cost Approach for Comparison of Small-World Networks
• Representation Learning of Geometric Trees
• Approximating Spatial Distance Through Confront Networks: Application to the Segmentation of Medieval Avignon
• The Dyson Minds 2025 Workshop: SETI around Black Holes