Statistical physics of social dynamics

Abstract

Statistical physics has proven to be a very fruitful framework to describe phenomena outside the realm of traditional physics. The last years have witnessed the attempt by physicists to study collective phenomena emerging from the interactions of individuals as elementary units in social structures. Here we review the state of the art by focusing on a wide list of topics ranging from opinion, cultural and language dynamics to crowd behavior, hierarchy formation, human dynamics, social spreading. We highlight the connections between these problems and other, more traditional, topics of statistical physics. We also emphasize the comparison of model results with empirical data from social systems.

58 pages, 22 figures. Final version published in Reviews of Modern Physics

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• A universal data based method for reconstructing complex networks with binary-state dynamics
• Continuous opinion model in small world directed networks
• Threshold learning dynamics in social networks
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• Chaos and unpredictability in evolutionary dynamics in discrete time
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• Spatiotemporal correlations of handset-based service usages
• Dynamics of Majority Rule on Hypergraphs
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• Spontaneous ordering against an external field in nonequilibrium systems
• Model of human collective decision-making in complex environments
• Dynamics of Confident Voting
• Extracting information from S-curves of language change
• Finding shared decisions in stakeholder networks: an agent-based approach
• Empirical analysis on the connection between power-law distributions and allometries for urban indicators
• Exploring the Role of Interdisciplinarity in Physics: Success, Talent and Luck
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• The formation of share market prices under heterogeneous beliefs and common knowledge
• Efficient Promotion Strategies in Hierarchical Organizations
• Cooperation in the snowdrift game on directed small-world networks under self-questioning and noisy conditions
• First-passage distributions for the one-dimensional Fokker-Planck equation
• General coevolution of topology and dynamics in networks
• Predictability of extreme events in social media
• Stochastic dynamics on hypergraphs and the spatial majority rule model
• Steady-State Dynamics of the Forest Fire Model on Complex Networks
• Mixing times in evolutionary game dynamics
• Heterogeneity in evolutionary games: an analysis of the risk perception
• The beneficial role of random strategies in social and financial systems
• Strategy of Competition between Two Groups based on a Contrarian Opinion Model
• Self-induced consensus of Reddit users to characterise the GameStop short squeeze
• Modeling interactions between political parties and electors
• Exit probability in a one-dimensional nonlinear q-voter model
• Structural stability of interaction networks against negative external fields
• Fast-mode elimination in stochastic metapopulation models
• An infection process near criticality: Influence of the initial condition
• Think then act or act then think?
• Phase transitions and non-equilibrium relaxation in kinetic models of opinion formation
• High-performance parallel computing in the classroom using the public goods game as an example
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• Interplay between media and social influence in the collective behavior of opinion dynamics
• Interplay between consensus and coherence in a model of interacting opinions
• AI and the Problem of Knowledge Collapse
• Nonequilibrium phase transition due to social group isolation
• Pair approximation for the noisy threshold $q$-voter model
• Binary birth-death dynamics and the expansion of cooperation by means of self-organized growth
• The bridges to consensus: Network effects in a bounded confidence opinion dynamics model
• The interplay between conformity and anticonformity and its polarizing effect on society
• Explosive transitions induced by interdependent contagion-consensus dynamics in multiplex networks
• Hierarchical self-organization of non-cooperating individuals
• Homophily and the Speed of Social Mobilization: The Effect of Acquired and Ascribed Traits
• Homogeneous symmetrical threshold model with nonconformity: independence vs. anticonformity
• Consequence of reputation in the Sznajd consensus model
• Three-state opinion dynamics in modular networks
• Modeling Social Dynamics in a Collaborative Environment
• Bifurcations in models of a society of reasonable contrarians and conformists
• Modeling Explosive Opinion Depolarization in Interdependent Topics
• An Argument Communication Model of Polarization and Ideological Alignment
• The phase diagram and critical behavior of the three-state majority-vote model
• The media effect in Axelrod's model explained
• Tackling the subsampling problem to infer collective properties from limited data
• Giant catalytic effect of altruists in Schelling's segregation model
• Spreading dynamics of information on online social networks
• Time-Varying Priority Queuing Models for Human Dynamics
• Hydrodynamic models of preference formation in multi-agent societies
• Impact of hierarchical modular structure on ranking of individual nodes in directed networks
• The Rock--Paper--Scissors Game
• Phase transition in a coevolving network of conformist and contrarian voters
• Multiplex decomposition of non-Markovian dynamics and the hidden layer reconstruction problem
• Analysis on the urban street network of Korea: Connections between topology and meta-information
• Homophily on social networks changes evolutionary advantage in competitive information diffusion
• Can Partisan Voting Lead to Truth?
• Herding model and 1/f noise
• Noise in Coevolving Networks
• Synergistic interactions promote behavior spreading and alter phase transition on multiplex networks
• Commitment versus persuasion in the three-party constrained voter model
• A coevolving model based on preferential triadic closure for social media networks
• Finding nonlinear system equations and complex network structures from data: a sparse optimization approach
• Information and motility exchange in collectives of active particles
• Multilayer network decoding versatility and trust
• Phase ordering kinetics of a nonequilibrium exciton-polariton condensate
• Spatial correlations, clustering and percolation-like transitions in homicide crimes
• Directedness of information flow in mobile phone communication networks
• Optimization of the post-crisis recovery plans in scale-free networks
• The dynamics of opinion expression
• Complex dynamics of a nonlinear voter model with contrarian agents
• Ordering in voter models on networks: Exact reduction to a single-coordinate diffusion
• Collective Transport for Active Matter Run and Tumble Disk Systems on a Traveling Wave Substrate
• Mechanistic Models in Computational Social Science
• Percolation in a kinetic opinion exchange model
• Herding and idiosyncratic choices: Nonlinearity and aging-induced transitions in the noisy voter model
• Irrelevance of information outflow in opinion dynamics models
• Phase transitions in social networks inspired by the Schelling model
• WaveNet-Based Deep Neural Networks for the Characterization of Anomalous Diffusion (WADNet)
• Clusters and the entropy in opinion dynamics on complex networks
• Social nucleation: Group formation as a phase transition
• Opinion formation model for markets with a social temperature and fear
• The effect of discrete vs. continuous-valued ratings on reputation and ranking systems
• Fundamental ingredients for the emergence of discontinuous phase transitions in the majority vote model
• Co-evolutionnary network approach to cultural dynamics controlled by intolerance
• Complex Systems Science: Dreams of Universality, Reality of Interdisciplinarity
• Crossover phenomena of percolation transition in evolution networks with hybrid attachment
• Noise induced unanimity and disorder in opinion formation
• Role of noise and agents' convictions on opinion spreading in a three-state voter-like model
• Learning Opinion Dynamics From Social Traces
• Extracting tag hierarchies
• Entropy production at criticality in a nonequilibrium Potts model
• Zipf's law in city size from a resource utilization model
• Pair approximation for the $q$-voter model with independence on multiplex networks
• Dynamics of Majority Rule with Differential Latencies
• Coevolution of Glauber-like Ising dynamics and topology
• Stochastic spatial models in ecology: a statistical physics approach
• Phase diagrams of interacting spreading dynamics in complex networks
• A Laplacian Approach to Stubborn Agents and their Role in Opinion Formation on Influence Networks
• Universal structural estimator and dynamics approximator for complex networks
• Evolutionary Dynamics of Populations with Conflicting Interactions: Classification and Analytical Treatment Considering Asymmetry and Power
• Engagement in the electoral processes: scaling laws and the role of the political positions
• Conservation laws for voter-like models on directed networks
• Editorial: Statistical Mechanics and Social Sciences
• Griffiths phases in infinite-dimensional, non-hierarchical modular networks
• Exact solution of gyration radius of individual's trajectory for a simplified human mobility model
• Measuring degree-degree association in networks
• Rumor propagation with heterogeneous transmission in social networks
• Coarsening with non-trivial in-domain dynamics: correlations and interface fluctuations
• Symmetry breaking by heating in a continuous opinion model
• Neutral evolution: A null model for language dynamics
• Influence of opinion dynamics on the evolution of games
• Zaller-Deffuant model of mass opinion
• A consensus opinion model based on the evolutionary game
• Impacts of Opinion Leaders on Social Contagions
• Measuring Cultural Dynamics Through the Eurovision Song Contest
• Negative Representation and Instability in Democratic Elections
• Analytic Treatment of Tipping Points for Social Consensus in Large Random Networks
• Are Opinions Based on Science: Modelling Social Response to Scientific Facts
• Dynamical phase transitions in the nonreciprocal Ising model
• Containing misinformation spreading in temporal social networks
• Bounded Confidence under Preferential Flip: A Coupled Dynamics of Structural Balance and Opinions
• Empirical analysis and agent-based modeling of Lithuanian parliamentary elections
• Multidimensional political polarization in online social networks
• Analytic solution of a model of language competition with bilingualism and interlinguistic similarity
• Group Formation through Indirect Reciprocity
• Diversity-induced resonance in the response to social norms
• Random walkers with extreme value memory: modelling the peak-end rule
• Why, when, and how fast innovations are adopted
• Mean-field-like behavior of the generalized voter-model-class kinetic Ising model
• Phase transitions and universality in the Sznajd model with anticonformity
• Majority-vote dynamics on multiplex networks
• Studies of opinion stability for small dynamic networks with opportunistic agents
• Universality in movie rating distributions
• Social and place-focused communities in location-based online social networks
• The effect of Collaborative-Filtering based Recommendation Algorithms on Opinion Polarization
• Critical noise can make the minority candidate win: The US Presidential Election cases
• Correlated fluctuations in strongly-coupled binary networks beyond equilibrium
• The Sznajd model with limited persuasion: competition between high-reputation and hesitant agents
• Long route to consensus: Two stage coarsening in a binary choice voting model
• Territorial Developments Based on Graffiti: a Statistical Mechanics Approach
• Spatial evolution of human dialects
• Misinformation spreading on correlated multiplex networks
• Social contagions on weighted networks
• A theoretical model for the associative nature of conference participation
• From Microscopic Heterogeneity to Macroscopic Complexity in the Contrarian Voter Model
• An Evolving model of online bipartite networks
• The effect of quenched disorder in neutral theories
• Efficient limited-time reachability estimation in temporal networks
• Why are U.S. Parties So Polarized? A "Satisficing" Dynamical Model
• Dynamically generated hierarchies in games of competition
• Information cascade, Kirman's ant colony model, and kinetic Ising model
• Consequences of nonconformist behaviors in a continuous opinion model
• Contagion spreading on complex networks with local deterministic dynamics
• Coexistence in a One-Dimensional Cyclic Dominance Process
• Phase transitions in crowd dynamics of resource allocation
• Layer-layer competition in multiplex complex networks
• Gillespie algorithms for stochastic multiagent dynamics in populations and network
• Kuramoto dilemma alleviated by optimizing connectivity and rationality
• Opinion Dynamics and Influencing on Random Geometric Graphs
• Effects of local and global network connectivity on synergistic epidemics
• Balancer effects in opinion dynamics
• Effects of mobility on ordering dynamics
• The evolution of polarization in the legislative branch of government
• Discrete Opinion models as a limit case of the CODA model
• Impact of site dilution and agent diffusion on the critical behavior of the majority-vote model
• A model for cross-cultural reciprocal interactions through mass media
• Modeling Opinion Dynamics: Theoretical analysis and continuous approximation
• Equilibria, information and frustration in heterogeneous network games with conflicting preferences
• Human collective intelligence as distributed Bayesian inference
• Contextual analysis framework for bursty dynamics
• Mass media destabilizes the cultural homogeneous regime in Axelrod's model
• Abrupt transition due to non-local cascade propagation in multiplex systems
• Generalized friendship paradox in networks with tunable degree-attribute correlation
• Divergence and Consensus in Majority Rule
• Space-time correlations in urban sprawl
• Ising-PageRank model of opinion formation on social networks
• Mass media and its impact on opinion dynamics of the nonlinear $q$-voter model
• Behavior of early warnings near the critical temperature in the two-dimensional Ising model
• Consensus Emerging from the Bottom-up: the Role of Cognitive Variables in Opinion Dynamics
• Motion-induced synchronization in metapopulations of mobile agents
• Timing of Transients: Quantifying Reaching Times and Transient Behavior in Complex Systems
• Partial inertia induces additional phase transition in the explosive majority vote model
• Capturing the diversity of multilingual societies
• Propensity and stickiness in the naming game: Tipping fractions of minorities
• Detrending career statistics in professional baseball: Accounting for the steroids era and beyond
• Stochastic Models Predict User Behavior in Social Media
• Robust clustering of languages across Wikipedia growth
• Moral foundations in an interacting neural networks society
• Temporal network modeling with online and hidden vertices based on the birth and death process
• Cluster size entropy in the Axelrod model of social influence: small-world networks and mass media
• Heterogenous mean-field analysis of a generalized voter-like model on networks
• Emergence of self-similarity in football dynamics
• The size distribution of cities: a kinetic explanation
• Variational methods and deep Ritz method for active elastic solids
• Generalized Voter-like model on activity driven networks with attractiveness
• Phase Transitions and Criticality in the Collective Behavior of Animals -- Self-organization and biological function
• Graph-Coupled HMMs for Modeling the Spread of Infection
• Nonequilibrium Zaklan model on Apollonian Networks
• Opinion Dynamics and Unifying Principles: A Global Unifying Frame
• Balancing selfishness and norm conformity can explain human behavior in large-scale Prisoner's Dilemma games and can poise human groups near criticality
• On the evolution of a social network
• Micro and Macro Benefits of Random Investments in Financial Markets
• Randomness in Competitions
• Zealots in multi-state noisy voter models
• Correlation function for generalized Pólya urns: Finite-size scaling analysis
• Consensus versus persistence of disagreement in opinion formation: the role of zealots
• Anomalous diffusion in nonlinear transformations of the noisy voter model
• Majority vote model with ancillary noise in complex networks
• Path Weight Sampling: Exact Monte Carlo Computation of the Mutual Information between Stochastic Trajectories
• Econophysics of a religious cult: the Antoinists in Belgium [1920-2000]
• Sociophysics of Intractable Conflicts: Three-Group Dynamics
• Impact of network structure on a model of diffusion and competitive interaction
• Role of social environment and social clustering in spread of opinions in co-evolving networks
• Pattern Formation in Populations with Density-Dependent Movement and Two Interaction Scales
• Coevolving nonlinear voter model with triadic closure
• A Bayesian Approach to the Naming Game Model
• A veritable zoology of successive phase transitions in the asymmetric $q$-voter model on multiplex networks
• Local Edge Dynamics and Opinion Polarization
• Opinion percolation in structured population
• Transitions between polarization and radicalization in a temporal bilayer echo chambers model
• Phase Transitions in the Quadratic Contact Process on Complex Networks
• Stability of Boolean networks: The joint effects of topology and update rules
• Effects of variable neighbourhood on spreading processes
• Analysing and controlling the tax evasion dynamics via majority-vote model
• Polarization and Consensus in a Voter Model under Time-Fluctuating Influences
• Escape dynamics based on bounded rationality
• Econophysics: Still fringe after 30 years?
• Bayesian decision making in human collectives with binary choices
• Social distancing in pedestrian dynamics and its effect on disease spreading
• Lower bound of assortativity coefficient in scale-free networks
• Impact of perception models on friendship paradox and opinion formation
• Motility Induced Phase Separation and Frustration in Active Matter Swarmalators
• Consensus, polarisation and coexistence in a continuous opinion dynamics model with quenched disorder
• Coupled dynamics of node and link states in complex networks: A model for language competition
• Polarization and Consensus by Opposing External Sources
• The price of a vote: diseconomy in proportional elections
• General three-state model with biased population replacement: Analytical solution and application to language dynamics
• The spectral density of dense random networks and the breakdown of the Wigner semicircle law
• When open mindedness hinders consensus
• Non-conservative kinetic exchange model of opinion dynamics with randomness and bounded confidence
• Antivax movement and epidemic spreading in the era of social networks: Nonmonotonic effects, bistability and network segregation
• Information spreading and development of cultural centers
• Non-consensus opinion model on directed networks
• Simulated Epidemics in 3D Protein Structures to Detect Functional Properties
• Agent-Based Models in Social Physics
• Phase transition and power-law coarsening in Ising-doped voter model
• Reducing complexity of multiagent systems with symmetry breaking: an application to opinion dynamics with polls
• Epidemics with containment measures
• Prospects of BRICS currency dominance in international trade
• A simple model for multiple-choice collective decision making
• A collective opinion formation model under Bayesian updating and confirmation bias
• Communicability Angles Reveal Critical Edges for Network Consensus Dynamics
• Structure and stability of online chat networks built on emotion-carrying links
• Infection patterns in simple and complex contagion processes on networks
• Emergence of scale-free close-knit friendship structure in online social networks
• Extreme events in stochastic transport on networks
• Social Effects in Science: Modelling Agents for a Better Scientific Practice
• Topological bifurcations in a model society of reasonable contrarians
• Surges of collective human activity emerge from simple pairwise correlations
• Hysteresis and disorder-induced order in continuous kinetic-like opinion dynamics in complex networks
• Geospatial distributions reflect rates of evolution of features of language
• Is Poker a Skill Game? New Insights from Statistical Physics
• Digital Ecology: Coexistence and Domination among Interacting Networks
• Chimera order in spin systems
• The first shall be last: selection-driven minority becomes majority
• The invisible hand and the rational agent are behind bubbles and crashes
• Bias, Belief and Consensus: Collective opinion formation on fluctuating networks
• Analysis of the high dimensional naming game with committed minorities
• Fat-tailed fluctuations in the size of organizations: the role of social influence
• A complex network analysis of ethnic conflicts and human rights violations
• Emergence of online communities: Empirical evidence and theory
• Competition in the presence of aging: order, disorder, and synchronized collective behavior
• Percolation and coarsening in the bidimensional voter model
• Identifying the global terror hubs and vulnerable motifs using complex network dynamics
• Mean field model of a game for power
• A Convection-Diffusion Model for Gang Territoriality
• The Dynamics of Knowledge Acquisition via Self-Learning in Complex Networks
• Effect of long-range interactions on the phase transition of Axelrod's model
• Optimal community structure for social contagions
• Resisting hostility generated by terror: An agent-based study
• Stylized facts in Brazilian vote distributions
• Epidemic processes on self-propelled particles: continuum and agent-based modelling
• A stochastic opinion dynamics model with domain size dependent dynamic evolution
• Binary-state dynamics on complex networks: Stochastic pair approximation and beyond
• The external field effect on the opinion formation based on the majority rule and the $q$-voter models on the complete graph
• Majority-vote model with limited visibility: an investigation into filter bubbles
• Emergence of Blind Areas in Information Spreading
• Naming Game on Networks: Let Everyone be Both Speaker and Hearer
• Opinion Diversity and Social Bubbles in Adaptive Sznajd Networks
• Emergence of complex structures from nonlinear interactions and noise in coevolving networks
• Analytical solution for a class of network dynamics with mechanical and financial applications
• Hierarchy in directed random networks
• Classes of critical avalanche dynamics in complex networks
• Opinion dynamics model with weighted influence: Exit probability and dynamics
• Extended phase space description of human-controlled systems dynamics
• Noise-induced absorbing phase transition in a model of opinion formation
• Decelerated spreading in degree-correlated networks
• On the emergence of an "intention field" for socially cohesive agents
• Exit probability in inflow dynamics: nonuniversality induced by range, asymmetry and fluctuation
• Identifying trends in word frequency dynamics
• A voter model on networks and multivariate beta distribution
• A scaling theory of armed conflict avalanches
• Ordering Kinetics of the two-dimensional voter model with long-range interactions
• Emergence of frustration signals systemic risk
• Optimal networks for dynamical spreading
• Dynamics of collective action to conserve a large common-pool resource
• Biased-voter model: how persuasive a small group can be?
• Fertility Heterogeneity as a Mechanism for Power Law Distributions of Recurrence Times
• Information flow estimation: a study of news on Twitter
• Theoretical approaches to the steady-state statistical physics of interacting dissipative units
• Suppressed epidemics in multi-relational networks
• Public discourse and social network echo chambers driven by socio-cognitive biases
• From continuous to discontinuous transitions in social diffusion
• Statistical Mechanics of Competitive Resource Allocation using Agent-based Models
• Emerging heterogeneities in Italian customs and comparison with nearby countries
• Associative nature of event participation dynamics: a network theory approach
• Dynamical Traps Caused by Fuzzy Rationality as a New Emergence Mechanism
• Naming Game on Adaptive Weighted Networks
• Non-Markovian Majority-Vote model
• Solution of the multi-state voter model and application to strong neutrals in the naming game
• The dynamic nature of conflict in Wikipedia
• Pairwise maximum-entropy models and their Glauber dynamics: bimodality, bistability, non-ergodicity problems, and their elimination via inhibition
• Modeling the amplification of epidemic spread by individuals exposed to misinformation on social media
• The Effect of Exogenous Inputs and Defiant Agents on Opinion Dynamics with Local and Global Interactions
• A Generalized Sznajd Model
• Ideologically Motivated Biases in a Multiple Issues Opinion Model
• Modeling and analysis of social phenomena: challenges and possible research directions
• Controversy-seeking fuels rumor-telling activity in polarized opinion networks
• Opinion dynamics with confidence threshold: an alternative to the Axelrod model
• Power-law statistics in the velocity fluctuations of Brownian particle in inhomogeneous media and driven by colored noise
• Phase transition in the majority rule model with the nonconformist agents
• The psychometric house-of-mirrors: the effect of measurement distortions on agent-based models' predictions
• Stochastic thermodynamics of opinion dynamics
• Consensus in the Hegselmann-Krause model
• Directed Percolation in Temporal Networks
• Energy cost study for controlling complex social networks with conformity behavior
• Skepticism and rumor spreading: the role of spatial correlations
• Anomalous phase ordering of a quenched ferromagnetic superfluid
• Emergence of linguistic conventions in multi-agent reinforcement learning
• Dynamical Galam model
• Polarized Ukraine 2014: Opinion and Territorial Split Demonstrated with the Bounded Confidence XY Model, Parameterized by Twitter Data
• Discontinuous phase transition in an annealed multi-state majority-vote model
• Modeling the dynamics of dissent
• Majority-vote model on spatially embedded networks: crossover from mean-field to Ising universality classes
• Invariant features of spatial inequality in consumption: the case of India
• Fragmentation transition in a coevolving network with link-state dynamics
• Cooperation in changing environments: Irreversibility in the transition to cooperation in networks
• The thermodynamics of urban population flows
• Two species coagulation approach to consensus by group level interactions
• Agent-based Social Psychology: from Neurocognitive Processes to Social Data
• Interacting social processes on interconnected networks
• A dynamical model for competing opinions
• Lane formation dynamics of oppositely self-driven binary particles: Effects of density and finite system size
• Pair approximation for the q-voter models with quenched disorder on networks
• Explosive Phase Transition in a Majority-Vote Model with Inertia
• Mapping the $q$-voter model: From a single chain to complex networks
• Voter Model with Time dependent Flip-rates
• Poker as a Skill Game: Rational vs Irrational Behaviors
• Dynamics of link states in complex networks: The case of a majority rule
• Coupling of link- and node-ordering in the coevolving voter model
• A Cooperative Sequential Adsorption Model in Two Dimensions with Experimental Applications for Ionic Self-Assembly of Nanoparticles
• Phase transitions in a multistate majority-vote model on complex networks
• Reduction from non-Markovian to Markovian dynamics: The case of aging in the noisy-voter model
• Dynamical phase transitions in Hegselmann-Krause model of opinion dynamics and consensus
• Universal and non-universal features of the generalized voter class for ordering dynamics
• Emergence of simple and complex contagion dynamics from weighted belief networks
• An alternative method to characterize first- and second-order phase transitions in surface reaction models
• On the Empirical Relevance of the Transient in Opinion Models
• Lévy flights in inhomogeneous environments and 1/f noise
• Social inequality: from data to statistical physics modeling
• Memory-induced complex contagion in epidemic spreading
• Compartmental voter model
• Asymmetric contrarians in opinion dynamics
• Generalized patterns from local and non local reactions
• Dynamical Networks of Influence in Small Group Discussions
• Control of the socio-economic systems using herding interactions
• Fat tailed distributions for deaths in conflicts and disasters
• Hierarchy of Scales in Language Dynamics
• Opinion formation on social networks with algorithmic bias: Dynamics and bias imbalance
• Finite-size scaling analysis of binary stochastic processes and universality classes of information cascade phase transition
• The Simmel effect and babies names
• Universal patterns in sound amplitudes of songs and music genres
• Robustness and efficiency of leaderless probabilistic consensus protocols within Byzantine infrastructures
• Critical phenomena in the spreading of opinion consensus and disagreement
• On the Gaussian approximation for master equations
• Directed Percolation in Random Temporal Network Models with Heterogeneities
• Intellectual interchanges in the history of the massive online open-editing encyclopedia, Wikipedia
• Cultural Evolution as a Non-Stationary Stochastic Process
• Effects of attachment preferences on coevolution of opinions and networks
• Non-equilibrium systems have steady-state distributions and non-steady dynamics
• Agent-based simulations of emotion spreading in online social networks
• ERC20 Transactions over Ethereum Blockchain: Network Analysis and Predictions
• Analytical and numerical treatment of continuous ageing in the voter model
• Equation-Free Multiscale Computations in Social Networks: from Agent-based Modelling to Coarse-grained Stability and Bifurcation Analysis
• Fitting In and Breaking Up: A Nonlinear Version of Coevolving Voter Models
• Dynamical robustness of complex networks subject to long-range connectivity
• Coarsening and metastability of the long-range voter model in three dimensions
• Adaptive network approach for emergence of societal bubbles
• Analytical approach to model of scientific revolutions
• Collective effects of the cost of opinion change
• A simple analytical description of the non-stationary dynamics in Ising spin systems
• Socio-economic inequalities: a statistical physics perspective
• The structure of gene-gene networks beyond pairwise interactions
• Analytical formulation for multidimensional continuous opinion models
• Anomalous diffusion and long-range memory in the scaled voter model
• Spontaneous reorientations in a model of opinion dynamics with anticonformists
• Radicalism: The asymmetric stance of Radicals versus Conventionals
• Adversarial attacks on voter model dynamics in complex networks
• Filter Bubble effect in the multistate voter model
• Will Trump win again in the 2020 election? An answer from a sociophysics model
• Quantifying the Unexpected: a scientific approach to Black Swans
• Disentangling collective trends from local dynamics
• Dynamics of multilayer networks with amplification
• Non-nequilibrium model on Apollonian networks
• To how many politicians should government be left?
• Large order fluctuations, switching, and control in complex networks
• Nonlinear consensus on networks: equilibria, effective resistance and trees of motifs
• Measuring the rationality in evacuation behavior with deep learning
• A model of competition among more than two languages
• Modeling Dynamical Influence in Human Interaction Patterns
• Social Influence with Recurrent Mobility with multiple options
• Growth and Containment of a Hierarchical Criminal Network
• The microscopic phase density functional approach to the construction of the kinetic and hydrodynamic description for the system of self-propelled particles
• Analytical study of quality-biased competition dynamics for memes in social media
• Quenched mean-field theory for the majority-vote model on complex networks
• Non-linear network dynamics with consensus-dissensus bifurcation
• Noisy voter model for the anomalous diffusion of parliamentary presence
• Convergence of type-symmetric and cut-balanced consensus seeking systems (extended version)
• Opinion dynamics model with domain size dependent dynamics: novel features and new universality class
• Understanding and coping with extremism in an online collaborative environment
• Modelling opinion formation driven communities in social networks
• Theory of earthquakes interevent times applied to financial markets
• Phase transition and fast agreement in Naming Game with preference for multi-word agents
• Non-Maxwellian kinetic equations modeling the evolution of wealth distribution
• Optimization of coupling and global collapse in diffusively coupled socio-ecological resource exploitation networks
• A Reputation Game Simulation: Emergent Social Phenomena from Information Theory
• Switching from a continuous to discontinuous phase transition under the quenched disorder
• For whom will the Bayesian agents vote?
• Comfort-driven mobility produces spatial fragmentation in Axelrod's model
• Enhancing social cohesion with cooperative bots in societies of greedy, mobile individuals
• Deviations from the Majority: A Local Flip Model
• Mean Field Voter Model of Election to the House of Representatives in Japan
• Logistic growth on networks: exact solutions for the SI model
• Information cascade on networks
• Critical states in Political Trends. How much reliable is a poll on Twitter? A study by means of the Potts Model
• Effects of population growth on the success of invading mutants
• Detection of phase transition in generalized Pólya urn in information cascade experiment
• Local and global ordering dynamics in multi-state voter models
• Self-organized Segregation on the Grid
• When Pull Turns to Shove: A Continuous-Time Model for Opinion Dynamics
• Rumor propagation meets skepticism: a parallel with zombies
• Spurious memory in non-equilibrium stochastic models of imitative behavior
• Fitness voter model: damped oscillations and anomalous consensus
• Timing interactions in social simulations: The voter model
• Damage spreading transition in an opinion dynamics model
• Large deviation induced phase switch in an inertial majority-vote model
• Robustness of cultural communities in an open-ended Axelrod's model
• Modeling of the parties' vote share distributions
• Scale-invariance underlying the logistic equation and its social applications
• Intermittency in relation with 1/f noise and stochastic differential equations
• Disease spreading with social distancing: A prevention strategy in disordered multiplex networks
• Quantum games of opinion formation based on the Marinatto-Weber quantum game scheme
• Agent Based Models and Opinion Dynamics as Markov Chains
• A Bird's-Eye View of Naming Game Dynamics: From Trait Competition to Bayesian Inference
• Imperfect bifurcations in opinion dynamics under external fields
• Coexistence of Interacting Opinions in a Generalized Sznajd Model
• Phase transition in the Galam's majority-rule model with information-mediated independence
• Discontinuous phase transition in an open-ended Naming Game
• Voter models with conserved dynamics
• Phase transition and universality of the majority-rule model on complex networks
• Interplay of interfacial noise and curvature driven dynamics in two dimensions
• Statistical analysis of emotions and opinions at Digg website
• Revisiting the effect of external fields in Axelrod's model of social dynamics
• Honeybee-like collective decision making in a kilobot swarm
• Probing into the effectiveness of self-isolation policies in epidemic control
• Tipping Diffusivity in Information Accumulation Systems: More Links, Less Consensus
• Noise reduction in coarse bifurcation analysis of stochastic agent-based models: an example of consumer lock-in
• Dynamical Phase Transitions in Graph Cellular Automata
• Statistics of opinion domains of the majority-vote model on a square lattice
• Impact of network randomness on multiple opinion dynamics
• Fast asynchronous updating algorithms for k-shell indices
• Sudden spreading of infections in an epidemic model with a finite seed fraction
• Descendant distributions for the impact of mutant contagion on networks
• Vanishing opinions in Latané model of opinion formation
• Coevolutionary networks of reinforcement-learning agents
• Impact of noise and damage on collective dynamics of scale-free neuronal networks
• Curvature-driven growth and interfacial noise in the voter model with self-induced zealots
• The Effects of Communication Burstiness on Consensus Formation and Tipping Points in Social Dynamics
• Critical Phenomena and Strategy Ordering with Hub Centrality Approach in the Aspiration-based Coordination Game
• The evolving perception of controversial movies
• Maximizing Influence in an Ising Network: A Mean-Field Optimal Solution
• Phase change in an opinion-dynamics model with separation of time scales
• Physics peeks into the ballot box
• Effects of Time Horizons on Influence Maximization in the Voter Dynamics
• Inequality in Death from Social Conflicts: A Gini & Kolkata indices-based Study
• Radicalization phenomena: Phase transitions, extinction processes and control of violent activities
• An Information-Theoretic Formalism for Multiscale Structure in Complex Systems
• Good speciation and endogenous business cycles in a constraint satisfaction macroeconomic model
• A model of grassroots changes in linguistic systems
• Connections between the Sznajd Model with General Confidence Rules and graph theory
• Aging in some opinion formation models: a comparative study
• Dynamical properties of the herding voter model with and without noise
• What do leaders know?
• Block size dependence of coarse graining in discrete opinion dynamics model: Application to the US presidential elections
• Partial Convergence of Heterogeneous Hegselmann-Krause Opinion Dynamics
• Supportive interactions in the noisy voter model
• Gravity Effects on Information Filtering and Network Evolving
• Modeling competitive evolution of multiple languages
• Linguistic evolution driven by network heterogeneity and the Turing mechanism
• Double transition in kinetic exchange opinion models with activation dynamics
• Advertising and irreversible opinion spreading in complex social networks
• Tangled Worldview Model of Opinion Dynamics
• Low prevalence, quasi-stationarity and power-law distribution in a model of spreading
• PageRank model of opinion formation on Ulam networks
• Modelling of temporal fluctuation scaling in online news network with independent cascade model
• Opinion dynamics on tie-decay networks
• Gaussian statistics as an emergent symmetry of the stochastic Burgers equation
• Talent and experience shape competitive social hierarchies
• Variational Principle underlying Scale Invariant Social Systems
• Rank the spreading influence of nodes using dynamic Markov process
• The quantitative measure and statistical distribution of fame
• Analysis of Time Scale to Consensus in Voting Dynamics with more than Two Options
• Social Diffusion and Global Drift on Networks
• How the online social networks are used: Dialogs-based structure of MySpace
• Models, Entropy and Information of Temporal Social Networks
• Kinetic roughening of the urban skyline
• Patterns of Emotional Blogging and Emergence of Communities: Agent-Based Model on Bipartite Networks
• Theory and data analysis of player and team ball possession time in football
• Temperature induced collapse of spin dimensionality in magnetic metamaterials
• Kinetics of the one-dimensional voter model with long-range interactions
• Local interaction scale controls the existence of a non-trivial optimal critical mass in opinion spreading
• Independence role in the generalized Sznajd model
• Language competition in a population of migrating agents
• Thermodynamic model of social influence on two-dimensional square lattice: Case for two features
• Diffusion of innovations in Axelrod's model
• Nucleation in scale-free networks
• Memory endowed US cities and their demographic interactions
• Multistable binary decision making on networks
• The consensus in the two-feature two-state one-dimensional Axelrod model revisited
• A 3-states magnetic model of binary decisions in sociophysics
• Periodic Coupling inhibits Second-order Consensus on Networks
• Voter model on networks partitioned into two cliques of arbitrary sizes
• Emergence of Social Structures via Preferential Selection
• A review of mechanistic and data-driven models of terrorism and radicalization
• Periodic frequencies of the cycles in $2\times 2$ games: evidence from experimental economics
• A Bayesian Framework for Opinion Updates
• Zealotry and Influence Maximization in the Voter Model: When to Target Zealots?
• Landing together: how flocks arrive at a coherent action in time and space in the presence of perturbations
• A study of memory effects in a chess database
• Heterophilious dynamics enhances consensus
• Knowledge Acquisition by Networks of Interacting Agents in the Presence of Observation Errors
• The closed loop between opinion formation and personalised recommendations
• Consensus and Information Cascades in Game-Theoretic Imitation Dynamics with Static and Dynamic Network Topologies
• Kinetic exchange opinion model: solution in the single parameter map limit
• A stochastic evolutionary model for capturing human dynamics
• First passage in discrete-time absorbing Markov chains under stochastic resetting
• Networks maximizing the consensus time of voter models
• Ferromagnetic and spin-glass like transition in the $q$-neighbor Ising model on random graphs
• Neighborhood approximations for non-linear voter models
• DyANE: Dynamics-aware node embedding for temporal networks
• The Tangled Nature Model of evolutionary dynamics reconsidered: structural and dynamical effects of trait inheritance
• Follow the Leader: Herding Behavior in Heterogeneous Populations
• Effect of chaotic agent dynamics on coevolution of cooperation and synchronization
• Deterministic and stochastic cooperation transitions in evolutionary games on networks
• Universal bursty behavior in the air transportation system
• Exit Probability in Generalised Kinetic Ising Model
• Finite size scaling analysis of a nonequilibrium phase transition in the naming game model
• Formation of Scientific Fields as a Universal Topological Transition
• Contrarian Voter Model under the influence of an Oscillating Propaganda: Consensus, Bimodal behavior and Stochastic Resonance
• Delocalization-localization dynamical phase transition of random walks on graphs
• Bi-layer voter model: Modeling intolerant/tolerant positions and bots in opinion dynamics
• Interdependent binary choices under social influence: phase diagram for homogeneous unbiased populations
• A maximum entropy model for opinions in social groups
• Opinion polarization in human communities can emerge as a natural consequence of beliefs being interrelated
• Agreement dynamics on directed random graphs
• Effects of communication and utility-based decision making in a simple model of evacuation
• Graphop Mean-Field Limits and Synchronization for the Stochastic Kuramoto Model
• Towards the Heider balance -- a cellular automaton with a global neighborhood
• Emergence and persistence of communities in coevolutionary networks
• The threshold model with anticonformity under random sequential updating
• A Study on the Effects of Diffusion of Information on Epidemic Spread
• Birdsong dialect patterns explained using magnetic domains
• Multicolored Dynamos on Toroidal Meshes
• After 2018 Bolsonaro victory, is a 2022 remake feasible?
• Signs of universality in the structure of culture
• Approximation methods for the stability of complete synchronization on duplex networks
• Optimal rewiring in coupled opinion and epidemic dynamics with vaccination
• Understanding the nature of the long-range memory phenomenon in socioeconomic systems
• Learning with a network of competing synapses
• Finite-size effects on the convergence time in continuous-opinion dynamics
• The matrix product approximation for the dynamic cavity method
• Opinion dynamics: Public and private
• An Evolutionary Strategy based on Partial Imitation for Solving Optimization Problems
• Multiscale Voter Model on Real Networks
• Aging properties of the voter model with long-range interactions
• Directed propaganda in the majority-rule model
• Entropical Analysis of an Opinion Formation Model Presenting a Spontaneous Third Position Emergence
• Variational approximations for stochastic dynamics on graphs
• Analysis of the earlier times and flux of the entropy on the majority voter model with difusion
• Classical spin Hamiltonians are context-sensitive languages
• Susceptible-Infected-Recovered model on Euclidean network
• Rebels Lead to the Doctrine of the Mean: Opinion Dynamic in a Heterogeneous DeGroot Model
• How does homophily shape the topology of a dynamic network?
• $N$-player game formulation of the majority-vote model of opinion dynamics
• Emergence of moderate opinions as a consequence of group pressure
• A dynamic network model of societal complexity and resilience inspired by Tainter's theory of collapse
• Complex social contagion induces bistability on multiplex networks
• Quantum-mechanical machinery for rational decision-making in classical guessing game
• Spontaneous Opinion Swings in the Voter Model with Latency
• Coexistence in neutral theories: interplay of criticality and mild local preferences
• Aperiodic dynamics in a deterministic model of attitude formation in social groups
• Flocking dynamics with voter-like interactions
• State Concentration Exponent as a Measure of Quickness in Kauffman-type Networks
• Field theories and quantum methods for stochastic reaction-diffusion systems
• The Evolution of Beliefs over Signed Social Networks
• Egalitarianism in the rank aggregation problem: a new dimension for democracy
• A dual modelling of evolving political opinion networks
• How to Introduce Temperature to the 1 Dimensional Sznajd Model
• Scale-free memory model for multiagent reinforcement learning. Mean field approximation and rock-paper-scissors dynamics
• Exploring the foundation of social diversity and coherence with a novel attraction-repulsion model framework
• Fixation dynamics on hypergraphs
• Noise Leads to Quasi-Consensus of Hegselmann-Krause Opinion Dynamics
• A thermodynamic counterpart of the Axelrod model of social influence: The one-dimensional case
• What is a leader of opinion formation in bounded confidence models?
• A framework for the calibration of social simulation models
• Fast fixation without fast networks
• Phase transitions in Paradigm models
• Null-eigenvalue localization of quantum walks on real-world complex networks
• On the coexistence of competing languages
• Effects of homophily and heterophily on preferred-degree networks: mean-field analysis and overwhelming transition
• The politics of physicists social models
• Phase diagram in a one-dimensional civil disorder model
• The dynamics of two-stage contagion
• Statistical Physics of Language Maps in the USA
• Catalyzing collaborations: Prescribed interactions at conferences determine team formation
• Ensemble of Opinion Dynamics Models to Understand the Role of the Undecided in the Vaccination Debate
• A Simple and Generic Paradigm for Creating Complex Networks Using the Strategy of Vertex Selecting-and-Pairing
• Heterogeneous mean-field theory for two-species symbiotic processes on networks
• Quantum pure noise-induced transitions: A truly nonclassical limit cycle sensitive to number parity
• Opinion dynamics on a group structured adaptive network
• Opinion Dynamics on Networks under Correlated Disordered External Perturbations
• Non-equilibrium dynamics in a three state opinion formation model with stochastic extreme switches
• Ultrametricity increases the predictability of cultural dynamics
• Recent violent political extremist events in Brazil and epidemic modeling: The role of a SIS-like model on the understanding of spreading and control of radicalism
• Evidence for mixed rationalities in preference formation
• Fixation probability in evolutionary dynamics on switching temporal networks
• Applications of Physics and Mathematics to Social Science
• Bulk topological states in a new collective dynamics model
• Nonlinear $q$-voter model involving nonconformity on networks
• $Q$-voter model with independence on signed random graphs: homogeneous approximations
• Noisy kinetic-exchange opinion model with aging
• Quantum Consensus Dynamics by Entangling Maxwell Demon
• Universal Statistics of Competition in Democratic Elections
• Bounded confidence model: addressed information maintain diversity of opinions
• Ordering kinetics with long-range interactions: interpolating between voter and Ising models
• Can topology reshape segregation patterns?
• Persistent individual bias in a voter model with quenched disorder
• CompLex: legal systems through the lens of complexity science
• Transmission of cultural traits in layered ego-centric networks
• Social dynamics with peer support on heterogeneous networks: The "mafia model"
• Inertial Hegselmann-Krause Systems
• The nature of the continuous nonequilibrium phase transition of Axelrod's model
• Opinion formation in the world trade network
• Nonlinear q-voter model with deadlocks on the Watts-Strogatz graph
• `Hits' emerge through self-organized coordination in collective response of free agents
• The Ising universality class of kinetic exchange models of opinion dynamics
• Dynamics of Influence on Hierarchical Structures
• Nature-Inspired Computational Model of Population Desegregation under Group Leaders Influence
• Opinion dynamics with emergent collective memory: the impact of a long and heterogeneous news history
• Conditions for viral influence spreading through multiplex correlated social networks
• Virtual walks and phase transitions in two dimensional BChS model with extreme switches
• Modelling Surveys Effects in Political Competitions
• The soundscape dynamics of human agglomeration
• Time to absorption for a heterogeneous neutral competition model
• Nonequilibrium dynamics of the Ising model on heterogeneous networks with an arbitrary distribution of threshold noise
• Delayed interactions in the noisy voter model through the periodic polling mechanism
• Spatio-temporal dynamics of Kuramoto-Sakaguchi model with time dependent connectivity
• Importance of initial conditions in the polarization of complex networks
• Nonsynchronous updating in the multiverse of cellular automata
• Firm competition in a probabilistic framework of consumer choice
• Ontologies and tag-statistics
• Synergistic epidemic spreading in correlated networks
• Order-disorder transition in the zero-temperature Ising model on random graphs
• Solution of the Voter Model by Spectral Analysis
• Opinion dynamics involving contrarian and independence behaviors based on the Sznajd model with two-two and three-one agent interactions
• Phase transition of social learning collectives and "Echo chamber"
• Fermionic Networks: Modeling Adaptive Complex Networks with Fermionic Gases
• A network model of conviction-driven social segregation
• Opinion formation in an open system and the spiral of silence
• Moment-Closure Approximations for Discrete Adaptive Networks
• Axelrod's Model with Surface Tension
• Transition in the Waiting-Time Distribution of Price-Change Events in a Global Socioeconomic System
• Opinion inertia and coarsening in the Persistent Voter model
• Memory-based reduced modelling and data-based estimation of opinion spreading
• Do the right thing
• Co-evolving networks for opinion and social dynamics in agent-based models
• Anti-Diffusion in Continuous Opinion Dynamics
• Reconciling cooperation, biodiversity and stability in complex ecological communities
• Multiplex networks of musical artists: the effect of heterogeneous inter-layer links
• Dynamics of economic unions: an agent-based model to investigate the economic and social drivers of withdrawals
• Coherent measures of the impact of co-authors in peer review journals and in proceedings publications
• Critical phenomena in presence of symmetric absorbing states: a microscopic spin model with tunable parameters
• Nonequilibrium phase transitions and absorbing states in a model for the dynamics of religious affiliation
• Dynamical correlations and pairwise theory for the symbiotic contact process on networks
• When Big Data Fails! Relative success of adaptive agents using coarse-grained information to compete for limited resources
• Controllability of the Voter Model: an information theoretic approach
• Consensus formation and relative stimulus perception in quality-sensitive, interdependent agent systems
• Influence of distinct kinds of temporal disorder in discontinuous phase transitions
• Keeping speed and distance for aligned motion
• A stochastic evolutionary model generating a mixture of exponential distributions
• The Role of Network Analysis in Industrial and Applied Mathematics
• Results on Three predictions on July 2012 Federal Elections in Mexico based on past regularities
• Microscopic modeling and analysis of collective decision making: equality bias leads suboptimal solutions
• Information spreading on dynamic social networks
• On the Robustness of Democratic Electoral Processes to Computational Propaganda
• Symmetry restoration by pricing in a duopoly of perishable goods
• Universality of the SIS prevalence in networks
• Universal size effects for populations in group-outcome decision-making problems
• On the control of the Hegselmann-Krause model with leadership and time delay
• Modeling language ideologies for the dynamics of languages in contact
• Collective decision making with a mix of majority and minority seekers
• The Concept of Force in Population Dynamics
• Locating line and node disturbances in networks of diffusively coupled dynamical agents
• Vulnerability and Resilience of Social Engagement: Equilibrium Theory
• Consensus in Complex Networks with Noisy Agents and Peer Pressure
• Phase separation induces congestion waves in electric vehicle charging
• Spontaneous cooperation for public goods
• Aversion of face-to-face situation of pedestrians eases crowding condition
• Universality of opinions disappearing in sociophysical models of opinion dynamics: From initial multitude of opinions to ultimate consensus
• Relaxation processes in a system with logarithmic growth
• Social clustering reinforces external influence on the majority opinion model
• Majority-vote model with heterogeneous agents on square lattice
• Phase Transitions in single species Ising Models with Non-Reciprocal couplings
• Generating surrogate temporal networks from mesoscale building blocks
• A note on temperature without energy - a social example
• Analysis of a voter model with an evolving number of opinion states
• Entropic determination of the phase transition in a coevolving opinion-formation model
• Opinion dynamics of random-walking agents on a lattice
• Pattern Selection and Super-patterns in the Bounded Confidence Model
• Directed Random Markets: Connectivity determines Money
• Unsupervised Image Segmentation using the Deffuant-Weisbuch Model from Social Dynamics
• Dynamics of extended Schelling models
• Citizen science for social physics: Digital tools and participation
• Time scales and species coexistence in chaotic flows
• A generic coupling between internal states and activity leads to activation fronts and criticality in active systems
• The impact of social noise on the majority rule model across various network topologies
• Diversity and critical behavior in prisoner's dilemma game
• Opinion dynamics model based on cognitive biases
• Learning Interpretable Collective Variables for Spreading Processes on Networks
• The precursor of the critical transitions in majority vote model with the noise feedback from the vote layer
• Individual bias and fluctuations in collective decision making: from algorithms to Hamiltonians
• Effect of Burstiness on the Air Transportation System
• Stochastic Bifurcations in the Nonlinear Parallel Ising Model
• Models of Opinion Dynamics with Random Parametrisation
• Test MaxEnt in Social Strategy Transitions with Experimental Two-Person Constant Sum 2$\times$2 Games
• A new degree of freedom for opinion dynamics models: the arbitrariness of scales
• Phase diagram and metastability of the Ising model on two coupled networks
• On the Real-time Vehicle Placement Problem
• Spontaneous repulsion in the $A+B\to 0$ reaction on coupled networks
• Locating fast-varying line disturbances with the frequency mismatch
• Space Matters: extending sensitivity analysis to initial spatial conditions in geosimulation models
• Observability transitions in clustered networks
• Discerning media bias within a network of political allies and opponents: Disruption by partisans
• Relative opinion similarity leads to the emergence of large clusters in opinion formation models
• Fundraising and vote distribution: a non-equilibrium statistical approach
• Selection in Scientific Networks
• The statistical mechanics of Twitter
• Network generation and evolution based on spatial and opinion dynamics components
• Correspondence between temporal correlations in time series, inverse problems, and the Spherical Model
• Topological transition in a coupled dynamic in random networks
• Language change in a multiple group society
• How zealots affect the energy cost for controlling complex social networks
• The Role of bilinguals in the Bayesian naming game
• Edge crossings in random linear arrangements
• Intriguing effects of underlying star topology in Schelling's model with blocks
• Systemic Risk: Fire-Walling Financial Systems Using Network-Based Approaches
• How does degree heterogeneity affect nucleation of Ising model on complex networks?
• Modeling confirmation bias and peer pressure in opinion dynamics
• Approach to consensus in models of continuous-opinion dynamics: a study inspired by the physics of granular gases
• Ageing of complex networks
• Scaling analysis of time series of daily prices from stock markets of transitional economies in the Western Balkans
• Disassortative mixing accelerates consensus in the naming game
• Probing models of information spreading in social networks
• Slow synaptic dynamics in a network: from exponential to power-law forgetting
• On the dual nature of adoption processes in complex networks
• Around the gap between sociophysics and sociology
• The $q$-neighbor Ising model on multiplex networks with partial overlap of nodes
• From modeling of political opinion formation to two-spin statistical physics model
• Opinion formation on evolving network. The DPA method applied to a nonlocal cross-diffusion PDE-ODE system
• Data-informed modeling of the formation, persistence, and evolution of social norms and conventions
• Equilibrium behavior in a nonequilibrium system: Ising-doped voter model on complete graph
• The dynamics of competitive learning: the role of updates and memory
• Will you infect me with your opinion?
• Kinetic theory of decentralized learning for smart active matter
• Social Balance on Networks: Local Minima and Best Edge Dynamics
• Emergence through Selection: The Evolution of a Scientific Challenge
• A Novel Self-Adaptive SIS Model Based on the Mutual Interaction between a Graph and its Line Graph
• Collective decision-making with heterogeneous biases: Role of network topology and susceptibility
• Opinion formation models on a gradient
• A piecewise linear model of self-organized hierarchy formation
• A New (aleph) Stochastic Quenched Disorder Model for Interaction of Network- Master node
• A semantic embedding space based on large language models for modelling human beliefs
• Understanding opinions. A cognitive and formal account
• q-deformed evolutionary dynamics in simple matrix games
• Frozen states and active-absorbing phase transitions of the Ising model on networks
• Infrequent social interaction can accelerate the spread of a persuasive idea
• Topological aspects of the multi-language phases of the Naming Game on community-based networks
• The Peace Mediator effect: Heterogeneous agents can foster consensus in continuous opinion models
• A data-driven model for Mass Media influence in electoral context
• A note on the consensus time of mean-field majority-rule dynamics
• The Atlas for the Aspiring Network Scientist
• Binary decision making with very heterogeneous influence
• Three quantitative predictions based on past regularities about voter turnout at the French 2009 European election
• Explosive adoption of corrupt behaviors in social systems with higher-order interactions
• Continuously varying critical exponents in an exactly solvable long-range cluster XY mode
• Regular graphs maximize the variability of random neural networks
• Multi species asymmetric simple exclusion process with impurity activated flips
• Dealing with correlated choices: How a spin-glass model can help political parties select their policies
• When group level is different from the population level: an adaptive network with the Deffuant model
• Network Meta-Analysis: A Statistical Physics Perspective
• Separate or perish - the coevolving voter model
• Continuous-Time User Modeling in the Presence of Badges: A Probabilistic Approach
• Storing and retrieving long-term memories: cooperation and competition in synaptic dynamics
• Breaking coexistence: Zealotry vs. nonlinear social impact
• Opinion formation at Ising social networks
• Constructing games on networks for controlling the inequalities in the capital distribution
• Emergent transverse-field Ising model in ${\mathbf{d}}^4$ spin-orbit Mott insulators
• Dynamics of one-dimensional spin models under the line-graph operator
• Coarsening in the Persistent Voter Model: analytical results
• Pattern formation in individual-based systems with time-varying parameters
• Copula-based analysis of the generalized friendship paradox in clustered networks
• A branching random-walk model of disease outbreaks and the percolation backbone
• Infectivity Enhances Prediction of Viral Cascades in Twitter
• Large population limits of Markov processes on random networks
• Group adaptation drives opinion dynamics in higher-order networks
• Mathematical formalism of physics of systems with motivation
• Market fragmentation and market consolidation: Multiple steady states in systems of adaptive traders choosing where to trade
• Modeling the emergence of a new language: Naming Game with hybridization
• Influence of media on collective debates
• Polarization inhibits the phase transition of Axelrod's model
• Macroscopic approximation methods for the analysis of adaptive networked agent-based models: The example of a two-sector investment model
• How emotions drive opinion polarization: An agent-based model
• Asymptotic behavior of the linear consensus model with delay and anticipation
• Large deviation and anomalous fluctuations scaling in degree assortativity on configuration networks
• Analytical approach to the generalized friendship paradox in networks with correlated attributes
• In social complex systems, the whole can be more or less than (the sum of) the parts
• Predictive Learning on Hidden Tree-Structured Ising Models
• Can Spatiality Promote Diversity?
• The grammar of the Ising model: A new complexity hierarchy
• Disordered configurations of the Glauber model in two-dimensional networks
• Many universality classes in an interface model restricted to non-negative heights
• Opinion formation models with extreme switches and disorder: critical behaviour and dynamics
• The Fate of Ernst Ising and the Fate of his Model
• Weighted Axelrod model: different but similar
• Propensity to spending of an average consumer over a brief period
• Vulnerability of democratic electoral systems
• Continuum limit for interacting systems on adaptive networks
• Emergence of innovations in networked populations with reputation-driven interactions
• The evolution of pluralistic ignorance
• Dynamics of systems with varying number of particles: from Liouville equations to general master equations for open systems
• Influence Prediction for Continuous-Time Information Propagation on Networks
• Evidence of equilibrium dynamics in human social networks evolving in time
• Maximal Density, Kinetics of Deposition and Percolation Threshold of Loose Packed Lattices
• Unsupervised detection of semantic correlations in big data
• Complete aging in the noisy voter model enhances consensus formation
• Fine structure of phase diagram for social impact theory
• Opinion formation in Wikipedia Ising networks
• Internet comments as a barometer of public opinion
• A Fuzzy Sphere Journey in Critical Phenomena
• The role of zealots in the spread of linguistic traits
• Consensus decision making on a complete graph: complex behaviour from simple assumptions
• Fermion-like behavior of elements in their spatial distribution around points of interest
• Voter-like dynamics with conflicting preferences on modular networks
• Identifying the structure patterns to govern the performance of localization in regulating innovation diffusion
• Interplay between exogenous triggers and endogenous behavioral changes in contagion processes on social networks
• An agent based force vector model of social influence that predicts strong polarization in a connected world
• Voter Model with Arbitrary Degree Dependence: Clout, Confidence and Irreversibility
• The sensitivity of the Deffuant model to measurement error
• A noisy opinion formation model with two opposing mass media
• Induced Percolation on Networked Systems
• Majority-vote model on Opinion-Dependent Networks
• Combinatorial approach to spreading processes on networks
• Evolution toward linguistic coherence in naming game with migrating agents
• Learning hidden influences in large-scale dynamical social networks: A data-driven sparsity-based approach
• Persistence of discrimination: revisiting Axtell, Epstein and Young
• Robust Fragmentation Modeling of Hegselmann-Krause-Type Dynamics
• An Opinion Dynamics Model with Increasing Self-Confidence
• Emotional Analysis of Blogs and Forums Data
• A bounded confidence approach to understanding user participation in peer production systems
• Random copying in space
• Control to flocking of the kinetic Cucker-Smale model
• Persistence in voting behavior: stronghold dynamics in elections
• Mean-field analysis of the majority-vote model broken-ergodicity steady state
• A simple Monte Carlo model for crowd dynamics
• Clustering of tag-induced sub-graphs in complex networks
• Collective Helping and Bystander Effects in Coevolving Helping Networks
• Degree and connectivity of the Internet's scale-free topology
• Symmetry-breaking phase transition in a dynamical decision model
• Market efficiency, anticipation and the formation of bubbles-crashes
• Identification of complex network topologies through delayed mutual information
• Locating influential nodes via dynamics-sensitive centrality
• A Statistical Physics perspective on fairness in shared expenses: The bar bill analogy
• Coevolution of Glauber-like Ising dynamics on typical networks
• Polarization-induced stress in the noisy voter model
• Generalized Naming Game and Bayesian Naming Game as Dynamical Systems
• Hate: no choice. Agent simulations
• Analysis of size distributions of fictional characters: from Pokémon to Godzilla
• Heat-Bath and Metropolis Dynamics in Ising-like Models on Directed Regular Random Graphs
• Temperature-Noise Interplay in a Coupled Model of Opinion Dynamics
• The evolutionary approach to understand human low fertility phenomenon
• Nonequilibrium phase transitions in a racism-spreading model with interaction-driven dynamics
• A simple consensus model for an increasing population of agents with i.i.d incoming opinions
• Testability of evolutionary game dynamics models based on experimental economics data
• Study of scaling laws in language families
• One pathogen does not an epidemic make: A review of interacting contagions, diseases, beliefs, and stories
• Collective Transport of Lennard-Jones Particles through One-Dimensional Periodic Potentials
• Influence of periodic external fields in multiagent models with language dynamics
• A Spectral Approach to Optimal Control of the Fokker-Planck Equation
• Beyond the adiabatic limit in systems with fast environments: a $\tau$-leaping algorithm
• Mean First Passage Time of the Symmetric Noisy Voter Model with Arbitrary Initial and Boundary Conditions
• Methodology for Mining, Discovering and Analyzing Semantic Human Mobility Behaviors
• Delay-induced periodic behavior in competitive populations
• Instability of social network dynamics with stubborn links
• Disorder-promoted stability
• Stable Configurations in Social Networks
• The emerging field of language dynamics
• Big data, bigger dilemmas: A critical review
• Three predictions on July 2012 Federal Elections in Mexico based on past regularities
• Social Aggregation as a Cooperative Game
• Social and strategic imitation: the way to consensus
• Purely competitive evolutionary dynamics for games
• Further results on consensus formation in the Deffuant model
• Dynamical complexity in the perception-based network formation model
• Balanced and fragmented phases in societies with homophily and social balance
• Dimensional Reduction of Solvency Contagion Dynamics on Financial Networks
• Ashkin-Teller model with antiferromagnetic four-spin interactions: Interference effect between two conflicting issues
• Non-equilibrium phase transition and cultural drift in the continuous-trait Axelrod model
• Opinion dynamics model of collaborative learning
• Relevant Analytic Spontaneous Magnetization Relation for the Face-Centered-Cubic Ising Lattice
• AI agents can coordinate beyond human scale
• Informational Memory Shapes Collective Behavior in Intelligent Swarms
• Noisy Hegselmann-Krause Systems: Phase Transition and the 2R-Conjecture
• Ordering leads to multiple fast tracks in simulated collective escape of human crowds
• Opinion Dynamics and Social Power Evolution: A Single-Timescale Model
• New Coevolution Dynamic as an Optimization Strategy in Group Problem Solving
• Modelling competition for space: Emergent inefficiency and inequality due to spatial self-organization among a group of crowd-avoiding agents
• Stochastic and Coarse-Grained Two-Dimensional Modeling of Directional Particle Movement
• Microscopic instability in recurrent neural networks
• Empirical validation of the polarization transition in a double-random field model of elections
• Collective beliefs and individual stubbornness in the dynamics of public debates
• Une étude de physique sur les élections
• A Random Matrix Approach to Language Acquisition
• Helicity dynamics, inverse and bi-directional cascades in fluid and MHD turbulence: A brief review
• Cavity-induced bifurcation in classical rate theory
• Lattice Studies of Gerrymandering Strategies
• Are randomness of behavior and information flow important to opinion forming in organization?
• Double transitions, non-Ising criticality and critical absorbing phase in an interacting monomer-dimer model on a square lattice:
• The hidden architecture of connections: How do multidimensional identities shape our social networks?
• Costly bilingualism model in a population with one zealot
• Nonlinear Opinion Dynamics in Systems with Leadership Effect
• Emergence of chaos in interacting communities
• Hierarchical Coarse-grained Approach to the Duration-dependent Spreading Dynamics in Complex Networks
• Natural selection of mutants that modify population structure
• Estimating transmission noise on networks from stationary local order
• Opinions within Media, Power and Gossip
• Opinion Dynamics and Communication Networks
• Generalized Dynamics in Social Networks With Antagonistic Interactions
• Effective one-dimension reduction of multi-compartment complex systems dynamics
• Long division unites - long union divides, a model for social network evolution
• Physics of systems with motivation as an interdisciplinary branch of science
• The influence of local majority opinions on the dynamics of the Sznajd model
• Monotonicity in the averaging process
• Stochastic Two-temperature Nonequilibrium Ising model
• Universality of political corruption networks
• Computational Human Dynamics
• Spatial evidence that language change is not neutral
• Consensus, Bi-polarization and Multiformity in Opinion Dynamics with Bidirectional Thresholds
• Meta-plasticity and memory in multi-level recurrent feed-forward networks
• Opinion Network Modeling and Experiment
• A Problem in Human Dynamics: Modelling the Population Density of a Social Space
• The propensity for disobedience: Rule-breaking, compliance and social phase transitions
• Participation and Privacy perception in virtual environments: the role of sense of community, culture and sex between Italian and Turkish
• Modeling the life and death of competing languages from a physical and mathematical perspective
• Pólya urn with memory kernel and asymptotic behaviours of autocorrelation function
• Wealth Inequality in Agent-Based Economies: The Dominant Role of Social Protection over Growth
• Exact epidemic models from a tensor product formulation
• Reputation-Driven Voting Dynamics
• Divestment may burst the carbon bubble if investors' beliefs tip to anticipating strong future climate policy
• Rationalizing systematic discrepancies between election outcomes and opinion polls
• Competing with oneself: Introducing self-interaction in a model of competitive learning
• Evolution and Limiting Configuration of a Long-Range Schelling-Type Spin System
• How can social herding enhance cooperation?
• Universal growth of social groups: empirical analysis and modeling
• Trends in condensed matter physics: is research going faster and faster?
• Anomalous percolation transitions beyond the BKT transition in growing networks
• Impact of memory and bias in kinetic exchange opinion models on random networks
• Modeling for the Dynamics of Human Innovative Behaviors
• Noise-based control of opinion dynamics
• Temporal Network Epistemology: on Reaching Consensus in Real World Setting
• An Optimization-Based Generative Model of Power Laws Using a New Information Theory Based Metric
• Reconstructing social sensitivity from evolution of content volume in Twitter
• Artifacts of opinion dynamics at one dimension
• Fundamental and Real-World Challenges in Economics
• Stable target opinion through power law bias in information exchange
• Link Cascades in Complex Networks: A Mean-field Approach
• Power Accretion in Social Systems
• Replicator Dynamics of Co-Evolving Networks
• Mean-field theory of vector spin models on networks with arbitrary degree distributions
• Coupled Ising models and interdependent discrete choices under social influence in homogeneous populations
• Effect of undecided agents on an opinion-forming model
• Crash dynamics of interdependent networks
• Bounded confidence dynamics and graph control: enforcing consensus
• Probability of consensus in the multivariate Deffuant model on finite connected graphs
• Characterization of delay propagation in the US air transportation network
• Evaluation and Control of Opinion Polarization and Disagreement: A Review
• Stochastic versus deterministic consensus dynamics on graphs
• Synergistic Effects in Networked Epidemic Spreading Dynamics
• Probability of Consensus of Hegselmann-Krause Dynamics
• The physics of custody
• The Flip Schelling Process on Random Geometric and Erdös-Rényi Graphs
• The eigenpairs of a Sylvester-Kac type matrix associated with a simple model for one-dimensional deposition and evaporation
• Frustration, glassy behavior and dynamical annealing in societies of Neural Networks
• Opinions and dark energy: A mechanism of long-range repulsion in a toy opinion particle model
• Dynamics of Social Balance on Networks: The Emergence of Multipolar Societies
• Emergence of correlations in highly biased Consensus Models in seed initial configuration
• Paradox of integration---Cellular automata approach
• Evolution of autocatalytic sets in a competitive percolation model
• Diversity and Social Network Structure in Collective Decision Making: Evolutionary Perspectives with Agent-Based Simulations
• Community Formation in Wealth-Mediated Thermodynamic Strategy Evolution
• The Stabilizing Role of Global Alliances in the Dynamics of Coalition Forming
• Scaling of variability measures in hierarchical demographic data
• Comment on "Mixing beliefs among interacting agents"
• Correlations between user voting data, budget, and box office for films in the Internet Movie Database
• Engineering polarization: How contradictory stimulation systematically undermines political moderation
• A Distributed, Dynamical System View of Finite, Static Games
• Below-threshold Bistability and Implementation Lag in a Simplex Model of Radical Vote-Share Dynamics
• Corruption as a self-sustained collective state in political systems
• Heterogeneous Network Topology Induces the Widom Line
• Rooting opinions in the minds: a cognitive model and a formal account of opinions and their dynamics
• Use of Dirichlet Distributions and Orthogonal Projection Techniques for the Fluctuation Analysis of Steady-State Multivariate Birth-Death Systems
• Does Having More Options Mean Harder to Reach Consensus?
• Thermodynamic stability and structural transitions in virus-host networks
• Collective attention under digital exposure: A dynamical systems approach
• Continuous-Time Consensus under Non-Instantaneous Reciprocity
• Heterogeneous Cattaneo-Vernotte equation connection to the noisy voter model
• Mean-field dynamics of attractive resource interaction: From uniform to aggregated states
• Reducibility of higher-order to pairwise interactions: Social impact models on hypergraphs
• Sky: Opinion Dynamics Based Consensus for P2P Network with Trust Relationships
• Dynamics of discrete opinions without compromise
• Nonreciprocal Blume-Capel Model with Antisymmetric Single-Ion Anisotropies
• Minority Takeover in Majority Dynamics: Searching for Rare Initializations via the History Passing Algorithm
• Controlling Communication Field of Complex Networks by Transformation Method
• Restoring detailed balance in non-Hermitian Markov processes
• Broken Detailed Balance and Non-Equilibrium Dynamics in Noisy Social Learning Models
• Emergence of Chimeras States in One-dimensional Ising model with Long-Range Diffusion
• Schrödinger-invariance in the voter model
• Interacting many-body non-Hermitian systems as Markov chains
• Geometric vulnerability of democratic institutions against lobbying: a sociophysics approach
• Synergistic effects in threshold models on networks
• Activity Dynamics in Collaboration Networks
• Finite-time consensus in a compromise process
• Unveiling the Relationship Between Structure and Dynamics in Complex Networks
• The Naming Game on the complete graph
• Unveiling Complex Territorial Socio-Economic Dynamics: A Statistical Mechanics Approach
• Social insect colony as a biological regulatory system: Information flow in dominance networks
• From Logistic Growth to Exponential Growth in a Population Dynamical Model
• SkyHash: a Hash Opinion Dynamics Model
• Knowledge transfer in a tourism destination: the effects of a network structure
• Mean-field approximation and phase transitions in an Ising-voter model on directed regular random graphs
• Detection of non-self-correcting nature of information cascade
• Model of communities isolation at hierarchical modular networks
• Measure and collapse of participatory democracy in a two-party system
• Modelling vehicle and pedestrian collective dynamics: Challenges and advances
• Phase transitions for polyadic epidemic and voter models with multiscale groups
• Confrontation of capitalism and socialism in Wikipedia networks
• Non-Thermal Transitions in n-th Order Moral Decisions
• An introduction to stochastic self-assembly: theory, simulation and experimental applications
• Dynamics of Users Activity on Web-Blogs
• Emergence of social hierarchies in a society with two competitive groups
• A model for phonetic changes driven by social interactions
• Nucleation transitions in polycontextural networks toward consensus
• PSPACE-Completeness of Majority Automata Networks
• The norm game on a model network: a critical line
• Simulating Opinion Dynamics in Heterogeneous Communication
• Diffusion in the presence of a local attracting factor: Theory and some interdisciplinary applications
• Bragg-Williams approximation for the dynamics of prey-predator biological associations
• Variational Inference with Agent-Based Models
• Modelling a network where the opinion of each unit varies according to a majority ruling of its neighbouring units
• Is a model equivalent to its computer implementation?
• The Impact of Network Flows on Community Formation in Models of Opinion Dynamics
• Exact solutions of the simplified March model for organizational learning
• Consensus and disagreement: the role of quantized behaviours in opinion dynamics
• Hysteresis Effects in Social Behavior with Parasitic Infection
• A stochastic differential equation approach to the analysis of the UK 2017 and 2019 general election polls
• Effects of heterogeneous opinion interactions in many-agent systems for epidemic dynamics
• Finite-Time Elimination of Disagreement of Opinion Dynamics via Covert Noise
• Dilution of Ferromagnets via a Random Graph-based Strategy
• Free Information Flow Benefits Truth Seeking
• Learning Agents in Black-Scholes Financial Markets: Consensus Dynamics and Volatility Smiles
• Stochastic cellular automaton model of culture formation
• Statistical Physics Models of Belief Dynamics: Theory and Empirical Tests
• Modeling urbanization dynamics by labor force migration
• Optimal Learning Dynamics of Multi Agents in Restless Multiarmed Bandit Game
• Computational indeterminism in complex models of social systems
• Anomalous finite-size scaling in higher-order processes with absorbing states
• Modeling controversies in the press: the case of the abnormal bees' death
• A random matrix perspective of cultural structure: groups or redundancies?