Dima L. Shepelyansky’s research while affiliated with French National Centre for Scientific Research and other places

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Publications (436)


Figure 1. Density of nodes W(K M , K * M ) on PageRank-CheiRank plane (K M , K * M ) averaged over 100 × 100 logarithmically equidistant grids for 0 ≤ ln K M , ln K * M ≤ ln N (1 ≤ K M , K * M ≤ N) for the four Wikipedia editions EN (top-left), AR (top-right), DE (bottom-left) and ES (bottom-right); the values of node number N for each edition are given in Table 1; the density is averaged over all nodes inside each cell of the grid and the normalization condition is ∑ K M ,K *
Table 2 .
Figure 3. Color density plots of the matrix components G R , G pr , G rr , G rr + G
Cont.
Relations of Society Concepts and Religions from Wikipedia Networks
  • Article
  • Full-text available

January 2025

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8 Reads

Klaus M. Frahm

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Dima L. Shepelyansky

We analyze the Google matrix of directed networks of Wikipedia articles related to eight recent Wikipedia language editions representing different cultures (English, Arabic, German, Spanish, French, Italian, Russian, Chinese). Using the reduced Google matrix algorithm, we determine relations and interactions of 23 society concepts and 17 religions represented by their respective articles for each of the eight editions. The effective Markov transitions are found to be more intense inside the two blocks of society concepts and religions while transitions between the blocks are significantly reduced. We establish five poles of influence for society concepts (Law, Society, Communism, Liberalism, Capitalism) as well as five poles for religions (Christianity, Islam, Buddhism, Hinduism, Chinese folk religion) and determine how they affect other entries. We compute inter-edition correlations for different key quantities providing a quantitative analysis of the differences or the proximity of views of the eight cultures with respect to the selected society concepts and religions.

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Relations of society concepts and religions from Wikipedia networks

December 2024

·

2 Reads

We analyze the Google matrix of directed networks of Wikipedia articles related to 8 recent Wikipedia language editions representing different cultures (English, Arabic, German, Spanish, French, Italian, Russian, Chinese). Using the reduced Google matrix algorithm we determine relations and interactions of 23 society concepts and 17 religions represented by their respective articles for each of the 8 editions. The effective Markov transitions are found to be more intense inside the two blocks of society concepts and religions while transitions between the blocks are significantly reduced. We establish 5 poles of influence for society concepts (Law, Society, Communism, Liberalism, Capitalism) as well as 5 poles for religions (Christianity, Islam, Buddhism, Hinduism, Chinese folk religion) and determine how they affect other entries. We compute inter edition correlations for different key quantities providing a quantitative analysis of the differences or the proximity of views of the 8 cultures with respect to the selected society concepts and religions.


Relations of Society Concepts and Religions from Wikipedia Networks

December 2024

·

1 Read

We analyze the Google matrix of directed networks of Wikipedia articles related to 8 recent Wikipedia language editions representing different cultures (English, Arabic, German, Spanish, French, Italian, Russian, Chinese). Using the reduced Google matrix algorithm we determine relations and interactions of 23 society concepts and 17 religions represented by their respective articles for each of the 8 editions. The effective Markov transitions are found to be more intense inside the two blocks of society concepts and religions while transitions between the blocks are significantly reduced. We establish 5 poles of influence for society concepts (Law, Society, Communism, Liberalism, Capitalism) as well as 5 poles for religions (Christianity, Islam, Buddhism, Hinduism, Chinese folk religion) and determine how they affect other entries. We compute inter edition correlations for different key quantities providing a quantitative analysis of the differences or the proximity of views of the 8 cultures with respect to the selected society concepts and religions.


Fibroblast-Specific Protein-Protein Interactions for Myocardial Fibrosis from MetaCore Network

October 2024

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6 Reads

Myocardial fibrosis is a major pathologic disorder associated with a multitude of cardiovascular diseases (CVD). The pathogenesis is complex and encompasses multiple molecular pathways. Integration of fibrosis-associated genes into the global MetaCore network of protein-protein interactions (PPI) offers opportunities to identify PPI with functional and therapeutic significance. Here, we report the generation of a fibrosis-focused PPI network and identification of fibroblast-specific arbitrators driving reparative and reactive myocardial fibrosis. In TGF-β-mediated fibroblast activation, developed network analysis predicts new regulatory mechanisms for fibrosis-associated genes. We introduce an efficient Erdös barrage approach to suppress activation of a number of fibrosis-associated nodes in order to reverse fibrotic cascades. In the network model each protein node is characterized by an Ising up or down spin corresponding to activated or repairing state acting on other nodes being initially in a neutral state. An asynchronous Monte Carlo process describes fibrosis progression determined by a dominant action of linked proteins. Our results suggest that the constructed Ising Network Fibrosis Interaction model offers network insights into fibrosis mechanisms and can complement future experimental efforts to counteract cardiac fibrosis.


Confrontation of Capitalism and Socialism in Wikipedia Networks

September 2024

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24 Reads

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3 Citations

We introduce the Ising Network Opinion Formation (INOF) model and apply it to the analysis of networks of six Wikipedia language editions. In the model, Ising spins are placed at network nodes/articles and the steady-state opinion polarization of spins is determined from the Monte Carlo iterations in which a given spin orientation is determined by in-going links from other spins. The main consideration was the opinion confrontation between capitalism, imperialism (blue opinion) and socialism, communism (red opinion). These nodes have fixed spin/opinion orientation while other nodes achieve their steady-state opinions in the process of Monte Carlo iterations. We found that the global network opinion favors socialism, communism for all six editions. The model also determined the opinion preferences for world countries and political leaders, showing good agreement with heuristic expectations. We also present results for opinion competition between Christianity and Islam, and USA Democratic and Republican parties. We argue that the INOF approach can find numerous applications for directed complex networks.


Fibroblast-specific protein-protein interactions for myocardial fibrosis from MetaCore network

September 2024

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1 Read

Myocardial fibrosis is a major pathologic disorder associated with a multitude of cardiovascular diseases (CVD). The pathogenesis is complex and encompasses multiple molecular pathways. Integration of fibrosis-associated genes into the global MetaCore network of protein-protein interactions (PPI) offers opportunities to identify PPI with functional and therapeutic significance. Here, we report the generation of a fibrosis-focused PPI network and identification of fibroblast-specific PPI driving reparative and reactive myocardial fibrosis. In TGFb-mediated fibroblast activation, PPI hubs predict new regulatory mechanisms for fibrosis-associated genes. We introduce an efficient Erdös barrage approach to suppress activation of a number of fibrosis-associated nodes in order to reverse fibrotic cascades. Our results suggest that PPI prediction model can offer network insights into fibrosis mechanisms and can complement future experimental efforts to counteract cardiac fibrosis.


Confrontation of Capitalism and Socialism in Wikipedia Networks

July 2024

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19 Reads

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2 Citations

We introduce the Ising Network Opinion Formation (INOF) model and apply it for the analysis of networks of 6 Wikipedia language editions. In the model, Ising spins are placed at network nodes/articles and the steady-state opinion polarization of spins is determined from the Monte Carlo iterations in which a given spin orientation is determined by in-going links from other spins. The main consideration is done for opinion confrontation between {\it capitalism, imperialism} (blue opinion) and {\it socialism, communism} (red opinion). These nodes have fixed spin/opinion orientation while other nodes achieve their steady-state opinions in the process of Monte Carlo iterations. We find that the global network opinion favors {\it socialism, communism} for all 6 editions. The model also determines the opinion preferences for world countries and political leaders, showing good agreement with heuristic expectations. We also present results for opinion competition between {\it Christianity} and {\it Islam}, and USA Democratic and Republican parties. We argue that the INOF approach can find numerous applications for directed complex networks.


Quantum Synchronization and Entanglement of Dissipative Qubits Coupled to a Resonator

May 2024

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22 Reads

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2 Citations

In a dissipative regime, we study the properties of several qubits coupled to a driven resonator in the framework of a Jaynes–Cummings model. The time evolution and the steady state of the system are numerically analyzed within the Lindblad master equation, with up to several million components. Two semi-analytical approaches, at weak and strong (semiclassical) dissipations, are developed to describe the steady state of this system and determine its validity by comparing it with the Lindblad equation results. We show that the synchronization of several qubits with the driving phase can be obtained due to their coupling to the resonator. We establish the existence of two different qubit synchronization regimes: In the first one, the semiclassical approach describes well the dynamics of qubits and, thus, their quantum features and entanglement are suppressed by dissipation and the synchronization is essentially classical. In the second one, the entangled steady state of a pair of qubits remains synchronized in the presence of dissipation and decoherence, corresponding to the regime non-existent in classical synchronization.


Random matrix model of Kolmogorov-Zakharov turbulence

April 2024

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5 Reads

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4 Citations

PHYSICAL REVIEW E

We introduce and study a random matrix model of Kolmogorov-Zakharov turbulence in a nonlinear purely dynamical finite-size system with many degrees of freedom. For the case of a direct cascade, the energy and norm pumping takes place at low energy scales with absorption at high energies. For a pumping strength above a certain chaos border, a global chaotic attractor appears with a stationary energy flow through a Hamiltonian inertial energy interval. In this regime, the steady-state norm distribution is described by an algebraic decay with an exponent in agreement with the Kolmogorov-Zakharov theory. Below the chaos border, the system is located in the quasi-integrable regime similar to the Kolmogorov-Arnold-Moser theory and the turbulence is suppressed. For the inverse cascade, the system rapidly enters a strongly nonlinear regime where the weak turbulence description is invalid. We argue that such a dynamical turbulence is generic, showing that it is present in other lattice models with disorder and Anderson localization. We point out that such dynamical models can be realized in multimode optical fibers.


Opinion Formation in the World Trade Network

February 2024

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39 Reads

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7 Citations

We extend the opinion formation approach to probe the world influence of economical organizations. Our opinion formation model mimics a battle between currencies within the international trade network. Based on the United Nations Comtrade database, we construct the world trade network for the years of the last decade from 2010 to 2020. We consider different core groups constituted by countries preferring to trade in a specific currency. We will consider principally two core groups, namely, five Anglo-Saxon countries that prefer to trade in US dollar and the 11 BRICS+ that prefer to trade in a hypothetical currency, hereafter called BRI, pegged to their economies. We determine the trade currency preference of the other countries via a Monte Carlo process depending on the direct transactions between the countries. The results obtained in the frame of this mathematical model show that starting from the year 2014, the majority of the world countries would have preferred to trade in BRI than USD. The Monte Carlo process reaches a steady state with three distinct groups: two groups of countries preferring to trade in whatever is the initial distribution of the trade currency preferences, one in BRI and the other in USD, and a third group of countries swinging as a whole between USD and BRI depending on the initial distribution of the trade currency preferences. We also analyze the battle between three currencies: on one hand, we consider USD, BRI and EUR, the latter currency being pegged by the core group of nine EU countries. We show that the countries preferring EUR are mainly the swing countries obtained in the frame of the two currencies model. On the other hand, we consider USD, CNY (Chinese yuan), OPE, the latter currency being pegged to the major OPEC+ economies for which we try to probe the effective economical influence within international trade. Finally, we present the reduced Google matrix description of the trade relations between the Anglo-Saxon countries and the BRICS+.


Citations (46)


... The important new element appeared in [28] is that opinion of certain network nodes (countries) is considered to be fixed since it is assumed that they prefer to trade always with fixed currency of USD or BRICS. A further development of this approach with nodes of fixed opinion is done in [29] for Wikipedia networks when initially there are two groups of nodes of fixed red and blue opinions but all other nodes have neutral state (white opinion or spin zero) and their fixed opinion emerges in the result of asynchronous Monte Carlo process. This process is viewed as the Ising Network Opinion Formation (INOF) model. ...

Reference:

Fibroblast-Specific Protein-Protein Interactions for Myocardial Fibrosis from MetaCore Network
Confrontation of Capitalism and Socialism in Wikipedia Networks

... The system is subject to dissipation, which requires the extension of the model Hamiltonian to an open system strategy. The Lindblad master equation for the density operator to evaluate the dynamics of the system becomes [61,62] = − ℏ [̂( ), ( )] ...

Quantum Synchronization and Entanglement of Dissipative Qubits Coupled to a Resonator

... WTT has been very successful in studying the interaction of nonlinear waves of very different nature. This theory has found a lot of applications in such physical systems as plasma waves, sea and ocean waves, waves in in Bose-Einstein condensates, acoustic and magnetohydrodynamic waves, and so on, see [11][12][13][14][15][16][17][18][19][20][21][22][23][24][25][26][27][28][29]. Perhaps, the most studied type of weak turbulence is the turbulence of dispersive waves on the surface of a liquid, first described in the works of Zakharov and Filonenko [9,10]. ...

Random matrix model of Kolmogorov-Zakharov turbulence
  • Citing Article
  • April 2024

PHYSICAL REVIEW E

... Among them, the study of opinion dynamics has been particularly prominent [46][47][48][49][50][51][52][53][54][55][56][57][58][59][60][61]. Many papers address binary variables [62][63][64][65][66][67][68][69][70][71][72][73][74][75][76][77][78][79][80], with a few addressing three or more discrete opinions [81][82][83][84][85][86][87][88][89]. Continuous variables have also been considered [90][91][92]. ...

Opinion Formation in the World Trade Network

... Bronner (2013, 2023) endorses this definition by claiming that the instantiation of a conspiracy does not necessarily imply a flawed underlying theory. Bronner (2023) explains that any conspiracy theory consists of questioning the official narrative, making it impossible to determine the ultimate causes of major political or social events (Aaronovitch, 2010;Byford, 2011;Coady, 2006;Dentith and Orr, 2017;Keeley, 1999). Tarnoff (2022, p.33) argues that profit-driven Internet giants run counter to democratic ideals: "What is at stake is nothing less than the possibility of democracy -a possibility that an internet organized by the profit motive precludes." ...

Prospects of BRICS currency dominance in international trade

Applied Network Science

... Since the systems studied here have cutoffs in both the high and low frequencies, there is no catastrophe in Rayleigh-Jeans distribution for both positive and negative temperatures. It is worth mentioning that, in previous experiments in systems with energy or frequency cutoffs, negative temperatures have been confirmed [70,71]. Finally, the thermal equilibrium states in NLMMOS can be characterized by the following equation of state [41]: ...

Nonlinear Perturbation of Random Matrix Theory
  • Citing Article
  • August 2023

Physical Review Letters

... This procedure is performed sequentially for all countries picked at random, and at the end of such asynchronous Monte Carlo iterations, we obtain the final TCP distributions and, consequently, the final fractions f USD f = 1 − f CNY f of countries preferring to trade in USD or CNY. Such an approach was applied for the WTN for the years 2010-2020, showing that around 2014, the major fraction of countries would prefer to trade in CNY [28]. It is interesting to note that similar Monte Carlo iterations are used in the models of associative memory, even if the linear condition for spin orientation imposed by neighbors is somewhat different there (see, e.g., [29,30]). ...

Dollar-Yuan Battle in the World Trade Network

... Specifically considered here is a scenario wherein an oscillating electric or magnetic field is driving a general 2LS, such as a quantum dot or superconducting qubit. The Hamiltonian for this system can be written using quantum optics notation (and with ℏ = 1) as [15][16][17][18][19][20]: ...

Jaynes-Cummings model under monochromatic driving
  • Citing Article
  • September 2020

Physical Review A

... Only the so-called purity (a linearized version of the entanglement entropy) has allowed for a semiclassical study in first-quantized systems as carried out in [249,250]. Properties of entanglement of two (non)interacting particles in the quantum chaotic Chirikov standard map were very recently numerically considered in Ref. [251]. ...

Loschmidt echo and Poincaré recurrences of entanglement

... Most of the empirical studies on trade have focused on Information and Communication Technologies (ICTs) (Barbero & Rodriguez-Crespo, 2018;Choi, 2010a;Fernandes et al., 2019;Freund & Weinhold, 2004;Gnangnon & Iyer, 2018;Rodrí guez-Crespo & Martí nez-Zarzoso, 2019;Y. Wang & Li, 2017), financial development (Ahmad et al., 2018;Ga chter & Gkrintzalis, 2017;Liang et al., 2019;Osabuohien et al., 2017;Sun & Muganyi, 2019), policy uncertainties (Jiang et al., 2019), and more recently the COVID-19 pandemic (Coquide et al., 2022a;Hayakawa & Mukunoki, 2021a;Kiyota, 2022a). This study sheds more light on the literature by also showing that third-party payment contributes to trade, export, import, and Internet retailing. ...

COVID-19’s Impact on International Trade