Physica A-Statistical Mechanics and Its Applications

Article	Citations
A hybrid deep learning model with 1DCNN-LSTM-Attention networks for short-term traffic flow prediction	127
Traffic flow prediction by an ensemble framework with data denoising and deep learning model	117
Asymmetric efficiency of cryptocurrencies during COVID19	116
Linear stability analysis of heterogeneous traffic flow considering degradations of connected automated vehicles and reaction time	110
New 4D chaotic system with hidden attractors and self-excited attractors and its application in image encryption based on RNG	88
A cellular automata model for mixed traffic flow considering the driving behavior of connected automated vehicle platoons	83
Analysis on traffic stability and capacity for mixed traffic flow with platoons of intelligent connected vehicles	83
Identification of dynamic traffic crash risk for cross-area freeways based on statistical and machine learning methods	78
Vulnerability and resilience of transportation systems: A recent literature review	74
A novel lane-changing model of connected and automated vehicles: Using the safety potential field theory	72
A hybrid deep learning approach by integrating LSTM-ANN networks with GARCH model for copper price volatility prediction	72
Mathematical modeling and analysis of COVID-19: A study of new variant Omicron	64
Analysis of stock market efficiency during crisis periods in the US stock market: Differences between the global financial crisis and COVID-19 pandemic	63
Exploring the behavioral risk chains of accidents using complex network theory in the construction industry	57
Dynamic interdependence of cryptocurrency markets: An analysis across time and frequency	57
Attention meets long short-term memory: A deep learning network for traffic flow forecasting	56
A study of systemic risk of global stock markets under COVID-19 based on complex financial networks	56
Changes to the extreme and erratic behaviour of cryptocurrencies during COVID-19	51
Dynamic dependence between ETFs and crude oil prices by using EGARCH-Copula approach	49
An improved influence maximization method for social networks based on genetic algorithm	48
Analysis of road capacity and pollutant emissions: Impacts of Connected and automated vehicle platoons on traffic flow	48
Dynamic rumor spreading of public opinion reversal on Weibo based on a two-stage SPNR model	47
Social interaction layers in complex networks for the dynamical epidemic modeling of COVID-19 in Brazil	47
Exploring node importance evolution of weighted complex networks in urban rail transit	46
Climate change and financial stability: Natural disaster impacts on global stock markets	46

Modeling SARS-CoV-2 and HBV co-dynamics with optimal control	45
A review on turbulent and vortical flow analyses via complex networks	44
State-of-the-art high-rise building emergency evacuation behavior	44
Impact of CAV platoon management on traffic flow considering degradation of control mode	43
The resilience of cryptocurrency market efficiency to COVID-19 shock	42
The impact of economic policy uncertainty on stock volatility: Evidence from GARCH–MIDAS approach	42
Impacts of non-linear radiation and activation energy on the axisymmetric rotating flow of Oldroyd-B fluid	42
Social Force Model parameter testing and optimization using a high stress real-life situation	42
The path of financial risk spillover in the stock market based on the R-vine-Copula model	41
Complex-network-based traffic network analysis and dynamics: A comprehensive review	41
Reputation-based discount effect in imitation on the evolution of cooperation in spatial public goods games	40
Non-Gaussian noise and autapse-induced inverse stochastic resonance in bistable Izhikevich neural system under electromagnetic induction	40
COVID-19, flattening the curve, and Benford’s law	40
Traffic state estimation of urban road networks by multi-source data fusion: Review and new insights	39
Effects of COVID-19 on cryptocurrency and emerging market connectedness: Empirical evidence from quantile, frequency, and lasso networks	39
A unified formulation of entropy and its application	39
A review on the Sznajd model — 20 years after	38
Resilience assessment of an urban rail transit network: A case study of Chengdu subway	38
Driver lane change intention recognition in the connected environment	38
Spatiotemporal evolving patterns of bike-share mobility networks and their associations with land-use conditions before and after the COVID-19 outbreak	38
Link prediction in recommender systems based on vector similarity	38
Stochastic user equilibrium path planning for crowd evacuation at subway station based on social force model	38
Fundamental diagram and stability of mixed traffic flow considering platoon size and intensity of connected automated vehicles	38
Exploring the resilience assessment framework of urban road network for sustainable cities	37
Experimental analyses on 2-hop-based and 3-hop-based link prediction algorithms	37
Short-term traffic flow prediction based on optimized deep learning neural network: PSO-Bi-LSTM	37
Nonlinear optimal control strategies for a mathematical model of COVID-19 and influenza co-infection	37
Reciprocal spreading and debunking processes of online misinformation: A new rumor spreading–debunking model with a case study	37
Predicting vacant parking space availability: A DWT-Bi-LSTM model	37
Information diffusion under public crisis in BA scale-free network based on SEIR model — Taking COVID-19 as an example	37
Hidden unit specialization in layered neural networks: ReLU vs. sigmoidal activation	37
Multifractal detrended cross-correlation analysis on benchmark cryptocurrencies and crude oil prices	36
Exact properties of SIQR model for COVID-19	36
Computing solitary wave solutions of coupled nonlinear Hirota and Helmholtz equations	36
A three-stage algorithm for local community detection based on the high node importance ranking in social networks	35
Effect of autonomous driving on traffic breakdown in mixed traffic flow: A comparison of classical ACC with three-traffic-phase-ACC (TPACC)	35
Crowd evacuation simulation method combining the density field and social force model	35
Link prediction using node information on local paths	35
Nonlinear analysis of the car-following model considering headway changes with memory and backward looking effect	35
Using finite volume method for simulating the natural convective heat transfer of nano-fluid flow inside an inclined enclosure with conductive walls in the presence of a constant temperature heat sour	34
Congestion and energy consumption of heterogeneous traffic flow mixed with intelligent connected vehicles and platoons	34
Deep learning in predicting cryptocurrency volatility	34
Identifying influential spreaders in complex networks based on network embedding and node local centrality	34
SEI2RS malware	34
A microscopic traffic flow model for sharing information from a vehicle to vehicle by considering system time delay effect	34
A lane-changing risk profile analysis method based on time-series clustering	34
Power series solution of the fractional logistic equation	33
Bifurcation analysis, stationary optical solitons and exact solutions for generalized nonlinear Schrödinger equation with nonlinear chromatic dispersion and quintuple power-law of refractive index in	33
Robustness of supply chain networks against underload cascading failures	33
Percolation and the pandemic	33

Description of an ecological niche for a mixed local/nonlocal dispersal: An evolution equation and a new Neumann condition arising from the superposition of Brownian and Lévy processes	33
Stability of heterogeneous traffic considering impacts of platoon management with multiple time delays	32
Comparison analysis on complex topological network models of urban rail transit: A case study of Shenzhen Metro in China	32
Kinetic analysis and numerical tests of an adaptive car-following model for real-time traffic in ITS	32
Epidemics, the Ising-model and percolation theory: A comprehensive review focused on Covid-19	32
PageRank centrality and algorithms for weighted, directed networks	32
Exploring the structure and influence factors of trade competitive advantage network along the Belt and Road	31
A continuous traffic flow model considering predictive headway variation and preceding vehicle’s taillight effect	31
Modeling and stability analysis of cyberattack effects on heterogeneous intelligent traffic flow	31
Freeway traffic flow cellular automata model based on mean velocity feedback	31
The impact of vaccination on the spread of COVID-19: Studying by a mathematical model	31
The knowledge domain of crowd dynamics: Anatomy of the field, pioneering studies, temporal trends, influential entities and outside-domain impact	31
An integrated car-following and lane changing vehicle trajectory prediction algorithm based on a deep neural network	31
Identification of critical stations in a Metro System: A substitute complex network analysis	30
Do cryptocurrency exchanges fake trading volumes? An empirical analysis of wash trading based on data mining	30
Covid-19 impact on cryptocurrencies: Evidence from a wavelet-based Hurst exponent	30
Power network robustness analysis based on electrical engineering and complex network theory	30
Revisiting agglomerative clustering	30
A comparative study on the volatility of EU and China’s carbon emission permits trading markets	30
Obstacle avoidance in the improved social force model based on ant colony optimization during pedestrian evacuation	30
A fractional–order model with different strains of COVID-19	30
Mixed convection stagnation-point flow of Cross fluid over a shrinking sheet with suction and thermal radiation	29
Opinion dynamics in modified expressed and private model with bounded confidence	29
Modelling the transmission dynamics of Lassa fever with nonlinear incidence rate and vertical transmission	29
Car-following model for autonomous vehicles and mixed traffic flow analysis based on discrete following interval	29
Automatic sleep staging with a single-channel EEG based on ensemble empirical mode decomposition	29
A continuum model considering the uncertain velocity of preceding vehicles on gradient highways	29
Short-term traffic prediction based on time series decomposition	29
A reduced model for complex network analysis of public transportation systems	29
Modeling cars and trucks in the heterogeneous traffic based on car–truck combination effect using cellular automata	29
Insights from the (in)efficiency of Chinese sectoral indices during COVID-19	28
A novel distributed cooperative approach for mixed platoon consisting of connected and automated vehicles and human-driven vehicles	28
Connectedness between emerging stock markets, gold, cryptocurrencies, DeFi and NFT: Some new evidence from wavelet analysis	28
An extended visual angle car-following model considering the vehicle types in the adjacent lane	28
Adapting a cellular automata model to describe heterogeneous traffic with human-driven, automated, and communicating automated vehicles	28
A Transformer based neural network for emotion recognition and visualizations of crucial EEG channels	28
An extended model for crowd evacuation considering pedestrian panic in artificial attack	28
Multifractal detrended fluctuation analysis of temperature in Spain (1960–2019)	27
Dynamics, behaviours, and anomaly persistence in cryptocurrencies and equities surrounding COVID-19	27
Traffic safety evaluation of mixed traffic flow considering the maximum platoon size of connected automated vehicles	27
Application of Bayesian model averaging for modeling time headway distribution	27
Modeling mixed traffic flows of human-driving vehicles and connected and autonomous vehicles considering human drivers’ cognitive characteristics and driving behavior interaction	27
On chaos and projective synchronization of a fractional difference map with no equilibria using a fuzzy-based state feedback control	27
Exploring urban travel patterns using density-based clustering with multi-attributes from large-scaled vehicle trajectories	27
Room-temperature large magnetocaloric, electronic and magnetic properties in La0.75Sr0.25MnO3 manganite: Ab initio calculations and Monte Carlo simulations	27
The effect of passenger attributes on alighting and boarding efficiency based on social force model	26
Robust analysis of cascading failures in complex networks	26
A multi-agent based cellular automata model for intersection traffic control simulation	26
Pedestrian evacuation modeling and simulation in multi-exit scenarios	26
High-fidelity data supported ship trajectory prediction via an ensemble machine learning framework	26
An extended epidemic model with vaccination: Weak-immune SIRVI	26
Expressway traffic flow under the combined bottleneck of accident and on-ramp in framework of Kerner’s three-phase traffic theory	26
Short-term demand forecasting for online car-hailing using ConvLSTM networks	26
Modeling the dynamics of pedestrian evacuation in a complex environment	26
A lattice model accounting for multi-lane traffic system	26
Influence maximization problem by leveraging the local traveling and node labeling method for discovering most influential nodes in social networks	25
Cooperation guided by imitation, aspiration and conformity-driven dynamics in evolutionary games	25
Follow the evacuation signs or surrounding people during building evacuation, an experimental study	25
Generalized fractional Gaussian noise and its application to traffic modeling	25
Short-term vehicle speed prediction based on BiLSTM-GRU model considering driver heterogeneity	25
Lyapunov stability analysis and optimization measures for a dengue disease transmission model	25
Count regression models for COVID-19	25
Movements of oil prices and exchange rates in China and India: New evidence from wavelet-based, non-linear, autoregressive distributed lag estimations	25
Mining metro commuting mobility patterns using massive smart card data	25
Identification of critical nodes in multimodal transportation network	25
Local community detection based on higher-order structure and edge information	25
Optimal control and cost-effectiveness analysis of a new COVID-19 model for Omicron strain	24
Financial earthquakes: SARS-CoV-2 news shock propagation in stock and sovereign bond markets	24
Effects of road network structure on the performance of urban traffic systems	24
Dynamic performance and safety analysis of car-following models considering collision sensitivity	24
A modified Multifractal Detrended Fluctuation Analysis (MFDFA) approach for multifractal analysis of precipitation	24
Two-sided matching and strategic selection on freight resource sharing platforms	24
Mathematical analysis of the influence of prey escaping from prey herd on three species fractional predator-prey interaction model	24
A random walk Monte Carlo simulation study of COVID-19-like infection spread	24
Dynamic correlation of market connectivity, risk spillover and abnormal volatility in stock price	24
Modeling illegal pedestrian crossing behaviors at unmarked mid-block roadway based on extended decision field theory	24
Analysis of global stock markets’ connections with emphasis on the impact of COVID-19	23
Driving strategy of connected and autonomous vehicles based on multiple preceding vehicles state estimation in mixed vehicular traffic	23
On the Gouy–Chapman–Stern model of the electrical double-layer structure with a generalized Boltzmann factor	23
How to achieve a win–win scenario between cost and customer satisfaction for cold chain logistics?	23

Influence of CAVs platooning on intersection capacity under mixed traffic	23
The coupled dynamics of information dissemination and SEIR-based epidemic spreading in multiplex networks	23
An extended two-lane car-following model considering the influence of heterogeneous speed information on drivers with different characteristics under honk environment	23
Event-triggered control for coupled reaction–diffusion complex network systems with finite-time synchronization	23
Impact of resource-based conditional interaction on cooperation in spatial social dilemmas	23
Pinning impulsive cluster synchronization of uncertain complex dynamical networks with multiple time-varying delays and impulsive effects	23
Short term traffic flow prediction of expressway service area based on STL-OMS	23
Discovering spatiotemporal characteristics of passenger travel with mobile trajectory big data	23
Exit choice during evacuation is influenced by both the size and proportion of the egressing crowd	23
Assessing temporal–spatial characteristics of urban travel behaviors from multiday smart-card data	23
k-GCN-LSTM: A k-hop Graph Convolutional Network and Long–Short-Term Memory for ship speed prediction	23
Rumor propagation model with consideration of scientific knowledge level and social reinforcement in heterogeneous network	23
Using virtual edges to improve the discriminability of co-occurrence text networks	22
LKG: A fast scalable community-based approach for influence maximization problem in social networks	22
Fractional econophysics: Market price dynamics with memory effects	22
Deep reinforcement learning with a particle dynamics environment applied to emergency evacuation of a room with obstacles	22
The effect of information literacy heterogeneity on epidemic spreading in information and epidemic coupled multiplex networks	22
Properties of Chinese railway network: Multilayer structures based on timetable data	22
Performance of nano-powdersSiO	22
Biased random walk with restart for link prediction with graph embedding method	22
A novel quantum image encryption technique based on improved controlled alternated quantum walks and hyperchaotic system	22
Phase permutation entropy: A complexity measure for nonlinear time series incorporating phase information	22
On financial market correlation structures and diversification benefits across and within equity sectors	22
Cellular automata-based modeling and simulation of the mixed traffic flow of vehicle platoon and normal vehicles	22
Asymmetric multifractality, comparative efficiency analysis of green finance markets: A dynamic study by index-based model	21
The social dynamics of COVID-19	21
Nonlocal statistical mechanics: General fractional Liouville equations and their solutions	21
Fundamental diagram and stability analysis for heterogeneous traffic flow considering human-driven vehicle driver’s acceptance of cooperative adaptive cruise control vehicles	21
Backcasting and forecasting time series using detrended cross-correlation analysis	21
Using transfer entropy to measure information flows between cryptocurrencies	21
Graph-theoretic method on the periodicity of coupled predator–prey systems with infinite delays on a dispersal network	21
Fuzzy logic-based methodology for quantification of traffic congestion	21
Network centrality effects in peer to peer lending	21
Discrete-event simulations for metro train operation under emergencies: A multi-agent based model with parallel computing	21
Cascading failures of overload behaviors on interdependent networks	21
On the application of deep learning and multifractal techniques to classify emotions and instruments using Indian Classical Music	21
Optimization performance of quantum Otto heat engines and refrigerators with squeezed thermal reservoirs	21
Experimental study on individual walking speed during emergency evacuation with the influence of ship motion	21
Stability analysis for a new lattice hydrodynamic model with time-varying delay in sensing traffic flux	21
Research on the influence of bus bay on traffic flow in adjacent lane: Simulations in the framework of Kerner’s three-phase traffic theory	21
The 2020 global stock market crash: Endogenous or exogenous?	20
Identifying critical metro stations in multiplex network based on D–S evidence theory	20
An agent-based model for staircase evacuation considering agent’s rotational behavior	20
Real-time customized bus routes design with optimal passenger and vehicle matching based on column generation algorithm	20
Understanding the mechanism of lane changing process and dynamics using microscopic traffic data	20
Seizure prediction in scalp EEG based channel attention dual-input convolutional neural network	20
Energy consumption in a new lattice hydrodynamic model based on the delayed effect of collaborative information transmission under V2X environment	20
Microscopic dynamics of the evacuation phenomena in the context of the Social Force Model	20
Recognition of lane-changing behaviour with machine learning methods at freeway off-ramps	20
Scaling laws in intra-urban systems and over time at the district level in Shanghai, China	20
Lacunarity exponent and Moran index: A complementary methodology to analyze AFM images and its application to chitosan films	20
Finite-time bipartite synchronization of coupled neural networks with uncertain parameters	20
Quantum algorithms for anomaly detection using amplitude estimation	20
Dynamic model with super spreaders and lurker users for preferential information propagation analysis	20
Effect of topology on delay-induced multiple resonances in locally driven systems	20
Applying Hurst Exponent in pair trading strategies on Nasdaq 100 index	20
On-chain analysis-based detection of abnormal transaction amount on cryptocurrency exchanges	19
A 3D chaotic system with multi-transient behavior and its application in image encryption	19
Analysis and finite-time synchronization of a novel double-wing chaotic system with transient chaos	19
SAG Cluster: An unsupervised graph clustering based on collaborative similarity for community detection in complex networks	19
CPR-TOPSIS: A novel algorithm for finding influential nodes in complex networks based on communication probability and relative entropy	19
Effect of turning curvature on the single-file dynamics of pedestrian flow: An experimental study	19
Effects of mutual traffic redistribution on robustness of interdependent networks to cascading failures under fluctuant load	19
A novel multi-party semiquantum private comparison protocol of size relationship with d	19
NetVIX — A network volatility index of financial markets	19
Deep encoder–decoder-NN: A deep learning-based autonomous vehicle trajectory prediction and correction model	19
Influence of Stark-shift on quantum coherence and non-classical correlations for two two-level atoms interacting with a single-mode cavity field	19
Extreme unbalanced mobility network in bike sharing system	19
A discrete fractional-order Cournot duopoly game	19
Topology analysis of Lanzhou public transport network based on double-layer complex network theory	19
Fundamental diagrams of luggage-laden pedestrians ascending and descending stairs	19
Global and regional changes in carbon dioxide emissions: 1970–2019	18
Dynamics of bidirectional pedestrian flow in a corridor including individuals with disabilities	18
Quantum Cournot duopoly game with isoelastic demand function	18
Fractal-fractional order dynamics and numerical simulations of a Zika epidemic model with insecticide-treated nets	18
Exploring asymmetric multifractal cross-correlations of price–volatility and asymmetric volatility dynamics in cryptocurrency markets	18
Modeling AVs & RVs’ car-following behavior by considering impacts of multiple surrounding vehicles and driving characteristics	18
Factors affecting traffic risks on bridge sections of freeways based on partial dependence plots	18
Newton’s cooling law in generalised statistical mechanics	18
The spatial inheritance enhances cooperation in weak prisoner’s dilemmas with agents’ exponential lifespan	18
Hybrid time series forecasting methods for travel time prediction	18
Efficient mediated semi-quantum key distribution	18
Sentiment spillover and price dynamics: Information flow in the cryptocurrency and stock market	18
Hydrophilicity and hydrophobicity: Key aspects for biomedical and technological purposes	18
How COVID-19 has affected stock market persistence? Evidence from the G7’s	18
TSR-GAN: Generative Adversarial Networks for Traffic State Reconstruction with Time Space Diagrams	18
Modeling and impact analysis of connected vehicle merging accounting for mainline random length tight-platoon	18
Influence maximization in social networks using effective community detection	18
Dynamical behaviors of different wave structures to the Korteweg–de Vries equation with the Hirota bilinear technique	18
Chaotic dynamics in Cournot duopoly model with bounded rationality based on relative profit delegation maximization	18
The stochastic evolution of a rumor spreading model with two distinct spread inhibiting and attitude adjusting mechanisms in a homogeneous social network	18
Identifying important nodes for temporal networks based on the ASAM model	18
Dynamic analysis of the rumor propagation model with consideration of the wise man and social reinforcement	18
Extensive and nonextensive statistics in seismic inversion	18
Dynamics of traffic flow affected by the future motion of multiple preceding vehicles under vehicle-connected environment: Modeling and stabilization	18