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Dynamic phenomena in complex networks: basics and applications

Grant number: 15/50122-0
Support type:Research Projects - Thematic Grants
Duration: December 01, 2016 - November 30, 2021
Field of knowledge:Engineering - Electrical Engineering - Industrial Electronics, Electronic Systems and Controls
Cooperation agreement: DFG
Principal Investigator:Elbert Einstein Nehrer Macau
Grantee:Elbert Einstein Nehrer Macau
Principal investigator abroad: Jurgen Kurths
Institution abroad: Humboldt University, Germany
Home Institution: Instituto Nacional de Pesquisas Espaciais (INPE). Ministério da Ciência, Tecnologia, Inovações e Comunicações (Brasil). São José dos Campos , SP, Brazil
Co-Principal Investigators:Antonio Carlos Roque da Silva Filho ; Iberê Luiz Caldas ; Jose Antonio Marengo Orsini ; Paulo Regis Caron Ruffino ; Zhao Liang
Associated grant(s):19/07988-8 - Characterizing the recent drought in Northeast Brazil region by complex network approaches, AV.EXT
Associated scholarship(s):19/09150-1 - Effect of time delay and plasticity in neuronal synchronization, BP.PD
19/15024-9 - Information flow in neuronal networks of networks: oscillations, criticality and electrical synapses, BP.PD
19/14429-5 - Visual analytics of heterogeneous brain networks using multilevel methods, BP.PD
 + associated scholarships 18/06205-7 - Stochastic Vulnerability on Complex Networks, BE.PQ
17/18977-1 - Analysis of Electrical Synapses Contribution in Neuronal Synchronization, BP.PD
17/05831-9 - Analysis of climate indexes influence on wildfires using complex networks and data mining, BP.PD
16/23642-6 - Characterization of Time-Varying Complex Networks, BP.DR
17/09105-0 - Suffix sorting and string similarity measures, BP.PD
16/23698-1 - Dynamical Processes in Complex Network based on Machine Learning, BP.PD
17/04552-9 - Synchronization and control of network of chaotic oscillator with applications to the control of mobile autonomous vehicles in formation movement, BP.DR
16/23398-8 - Synaptic plasticity in neuronal networks with time delay, BP.PD
16/16291-2 - Characterizing time-varying networks: methods and applications, BE.PQ
14/14229-2 - Non-linear and chaotic dynamics with spatial distribution and their characterization by using the Complex Network approach, BP.PD
14/07043-0 - Analysis of turbulence and structures propagation on plasma, BP.PD - associated scholarships

Abstract

These theoretical studies will be intimately connected with the investigation of experimental and natural dynamical networks of increasing complexity starting from a few coupled lasers, via hybrid networks of neurons to the system Earth. The latter one is a special challenge for the network theory and it will be a focus of this project. A main topic will be the understanding of the functioning of the Earth's subsystems under changing conditions, especially global warming and deforestation in Amazônia. This project is a Brazilian-German international collaborative initiative that engages researches from Instituto Nacional de Pesquisas Espaciais (INPE), Humboldt University at Berlin, Potsdam Institute for Climate Impact Research (PIK) and Universidade de São Paulo (USP). A key goal of this interdisciplinary IRTG/Thematic Research Project (TRP) will beto develop a structured PhD program which would enable young researchers to work in network theory as well as across various fields of network applications. (AU)

Matéria(s) publicada(s) na Agência FAPESP sobre o auxílio:
Social isolation and face covering reduced SARS-CoV-2 spread by 15% in Brazil’s 1st epicenter of COVID-19 
Potential transmissibility of COVID-19 in Brazil’s hinterland as high as in state capitals, shows study 
"Basic research can prevent subjugation of people by machines" 
Articles published in other media outlets (87 total):
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Portal Exame: Quarentena e máscara reduziram em 15% o contágio da covid-19 (05/Jul/2020)
Folha.com: Quarentena e uso de máscara reduziram em 15% o contágio da covid-19 em SP (03/Jul/2020)
UOL: Quarentena e uso de máscara reduziram em 15% o contágio da covid-19 em SP (03/Jul/2020)
Portal Exame: Quarentena e uso de máscara reduziram em 15% o contágio da covid-19 em SP (03/Jul/2020)
UOL: Cidades do interior podem propagar covid-19 como capitais, aponta estudo (04/Jun/2020)
BOL: Cidades do interior podem propagar covid-19 como capitais, aponta estudo (04/Jun/2020)
Estadão.com: Cidades do interior têm potencial de propagação da covid-19 semelhante ao de capitais, aponta estudo (03/Jun/2020)
G1: Estudo mostra que Ribeirão Preto é a 3ª cidade paulista em propagação do coronavírus (03/Jun/2020)
Biblioteca FMUSP: Isolamento social e uso de máscaras de proteção facial diminuíram em 15% o contágio do vírus SARS-CoV-2 em SP (23/Jul/2020)
Portal Vermelho: Conexões entre cidades contribui para interiorização da pandemia (15/Jul/2020)
Instituto Humanitas Unisinos: Quarentena e uso de máscara reduziram em 15% o contágio da COVID-19 em SP no início da epidemia (07/Jul/2020)
EcoDebate: Quarentena e uso de máscara reduziram em 15% o contágio da COVID-19 em SP no início da epidemia (06/Jul/2020)
São Carlos em Rede: Quarentena e uso de máscara reduziram em 15% o contágio da COVID-19 em SP no início da epidemia (06/Jul/2020)
Portal Rondônia: Quarentena e máscara reduziram em 15% o contágio da covid-19 (06/Jul/2020)
Mundo e Meio: Quarentena e uso de máscara reduziram em 15% o contágio da COVID-19 em SP no início da epidemia (06/Jul/2020)
Central das Notícias: Quarentena e máscara reduziram em 15% o contágio da covid-19 (05/Jul/2020)
O Dia (SP): Quarentena e uso de máscara reduziram em 15% o contágio da Covid-19 (04/Jul/2020)
Diário do Rio Claro: Quarentena e uso de máscara reduziram em 15% o contágio da COVID-19 em SP (04/Jul/2020)
Plantão News (MT): Quarentena e uso de máscara reduziram em 15% o contágio da COVID-19 em SP no início da epidemia (04/Jul/2020)
Ternura FM: Fapesp: Quarentena e uso de máscara reduziram em 15% o contágio da COVID-19 em SP (04/Jul/2020)
Notícias Botucatu: Quarentena e uso de máscara reduziram em 15% o contágio da COVID-19 em SP (04/Jul/2020)
Tamoios News: Quarentena e uso de máscara reduziram em 15% o contágio da COVID-19 em SP (04/Jul/2020)
RP10: Quarentena e uso de máscara reduziram em 15% o contágio da COVID-19 em SP no início da epidemia (04/Jul/2020)
Jornal do Commercio (PE) online: Quarentena e uso de máscara reduziram em 15% o contágio por coronavírus em São Paulo no início da epidemia (03/Jul/2020)
Portal do Governo do Estado de São Paulo: Fapesp: Quarentena e uso de máscara reduziram em 15% o contágio da COVID-19 em SP (03/Jul/2020)
Jornal SP Norte: Quarentena e uso de máscara reduziram em 15% do contagio da covid-19 em SP (03/Jul/2020)
São Carlos Agora: Estudo desenvolvido pela USP de São Carlos mostra que quarentena e uso de máscara reduziram em 15% o contágio da COVID-19 (03/Jul/2020)
Galileu online: Quarentena e máscara reduziram contágio de Covid-19 em São Paulo e Brasília (03/Jul/2020)
Jornal da Ciência online: Quarentena e uso de máscara reduziram em 15% o contágio da covid-19 em SP no início da epidemia (03/Jul/2020)
Folha Nobre: Quarentena e uso de máscara reduziram em 15% o contágio da COVID-19 em SP no início da epidemia (03/Jul/2020)
Notícias de Campinas: Quarentena e uso de máscara reduziram em 15% o contágio da COVID-19 em SP no início da epidemia (03/Jul/2020)
Folha Diferenciada: Quarentena e máscara reduziram contágio de Covid-19 em São Paulo e Brasília (03/Jul/2020)
Mix Vale: Quarentena e uso de máscara reduziram em 15% o contágio da COVID-19 em SP no início da epidemia (03/Jul/2020)
Jornal Joseense News: Quarentena e uso de máscara reduziram em 15% o contágio da Covid-19 em SP no início da epidemia (03/Jul/2020)
Saber Atualizado: Quarentena e uso de máscara reduziram em 15% o contágio da COVID-19 em SP no início da epidemia (03/Jul/2020)
Portal da Enfermagem: Quarentena e uso de máscara reduziram em 15% o contágio da Covid-19 em SP no início da epidemia (03/Jul/2020)
Central das Notícias: Quarentena e uso de máscara reduziram em 15% o contágio da covid-19 em SP (03/Jul/2020)
Central das Notícias: Quarentena e uso de máscara reduziram em 15% o contágio da Covid-19 em SP no início da epidemia (03/Jul/2020)
Programa InfoSalud (Argentina): La cuarentena y el uso de máscara redujeron un 15% el contagio de Covid-19 en San Pablo al inicio de la epidemia (03/Jul/2020)
Interdependente: Covid-19: Uso de máscara e isolamento diminuíram contágio em SP (03/Jul/2020)
Blog A vida da criança: Estudo aponta que isolamento e máscara reduziram em até 25% o contágio por coronavírus (03/Jul/2020)
Jornal do Commercio (PE) online: Mesmo com comércio impedido de abrir, Feira da Sulanca atrai multidão em Caruaru (22/Jun/2020)
Gazeta de Taubaté: Taubaté tem potencial de transmissão similar ao de capitais, diz estudo (06/Jun/2020)
Dental Press: Cidades do interior têm alto potencial de propagação da Covid-19 (05/Jun/2020)
O Vale online: Covid: São José e Taubaté tem potencial de transmissão similar ao de capitais, diz estudo (05/Jun/2020)
Planeta online: Cidades do interior têm alto potencial de propagação da covid-19 (05/Jun/2020)
Paraíba RádioBlog: Campina têm potencial de propagação da covid-19 semelhante ao de João Pessoa, diz estudo (05/Jun/2020)
Central das Notícias: Cidades do interior têm potencial de propagação da COVID (05/Jun/2020)
Central das Notícias: Cidades do interior têm alto potencial de propagação da covid (05/Jun/2020)
Jornal Alerta: Cidades do interior têm potencial de propagação da COVID-19 semelhante ao de capitais, aponta estudo - Jornal Alerta (05/Jun/2020)
Jornal do Commercio (PE): Covid acelera rumo ao interior (04/Jun/2020)
O Documento online: Cidades do interior podem propagar Covid-19 como capitais, aponta estudo (04/Jun/2020)
Folha de Pernambuco online: Caruaru tem potencial de propagação da Covid-19 semelhante ao de capitais, aponta estudo (04/Jun/2020)
Tribuna (Ribeirão Preto, SP) online: RP pode virar ‘epicentro’ da covid-19 (04/Jun/2020)
EcoDebate: Cidades-polo do interior têm potencial de propagação da COVID-19 semelhante ao de capitais, aponta estudo (04/Jun/2020)
IG - Saúde: Cidades do interior podem propagar Covid-19 como capitais, aponta estudo (04/Jun/2020)
São Carlos em Rede: Ribeirão Preto tem potencial de propagação da COVID-19 semelhante ao de capitais, aponta estudo (04/Jun/2020)
NE10: Coronavírus: Caruaru tem potencial de propagação da doença parecido com o de capitais (04/Jun/2020)
São Carlos Agora: Cidades do interior têm potencial de propagação da COVID-19 semelhante ao de capitais, aponta estudo (04/Jun/2020)
Jornal da Franca: Cidades do interior têm alto potencial de propagação do novo coronavírus, diz estudo (04/Jun/2020)
Giro Marília: Cidades do interior podem propagar Covid-19 como capitais, aponta estudo (04/Jun/2020)
O Atual: Cidades do interior podem propagar Covid-19 como capitais, aponta estudo (04/Jun/2020)
Portal Lapada Lapada: Cidades do interior podem propagar Covid-19 como capitais, aponta estudo (04/Jun/2020)
ABIPTI - Associação Brasileira das Instituições de Pesquisa Tecnológica e Inovação: Cidades do interior têm potencial de propagação da COVID-19 semelhante ao de capitais, aponta estudo (04/Jun/2020)
O Bom da Notícia: Cidades do interior podem propagar Covid-19 como capitais, aponta estudo (04/Jun/2020)
Projeto Colabora: Cidades-pólo do interior têm potencial de propagação da covid-19 semelhante ao de capitais (04/Jun/2020)
CREMEPE - Conselho Regional de Medicina do Estado de Pernambuco: Covid acelera rumo ao interior (04/Jun/2020)
Hoje ES: Cidades do interior podem propagar Covid-19 como capitais, aponta estudo (04/Jun/2020)
Portal MT: Cidades do interior podem propagar Covid-19 como capitais, aponta estudo (04/Jun/2020)
Bem Notícias: Cidades do interior podem propagar Covid-19 como capitais, aponta estudo (04/Jun/2020)
Central das Notícias: Cidades do interior podem propagar Covid (04/Jun/2020)
Notícia em Foco MT: Cidades do interior podem propagar Covid-19 como capitais, aponta estudo (04/Jun/2020)
Momento MT: Cidades do interior podem propagar Covid-19 como capitais, aponta estudo (04/Jun/2020)
Jornal O Diário (MT) online - Clique F5: Cidades do interior podem propagar Covid-19 como capitais, aponta estudo (04/Jun/2020)
TV Replay: Caruaru tem potencial de propagação da Covid-19 semelhante ao de capitais, aponta estudo (04/Jun/2020)
PT na Câmara: Cidades-polo (04/Jun/2020)
Blog do Alberto Alves: Coronavírus: Caruaru tem potencial de propagação da doença parecido com o de capitais (04/Jun/2020)
Metropolitana FM 94.1 Caruaru: Coronavírus: Caruaru tem potencial de propagação da doença parecido com o de capitais (04/Jun/2020)
Jornal de Caruaru: Potencial de propagação da Covid-19 em Caruaru é semelhante ao de capitais, aponta estudo (04/Jun/2020)
Terra: Cidades do interior têm potencial de propagação da covid-19 semelhante ao de capitais, aponta estudo (03/Jun/2020)
Galileu online: Potencial de propagação da Covid-19 no interior e em capitais é semelhante (03/Jun/2020)
JC Notícias (São Paulo, SP): Cidades do interior têm potencial de propagação da covid-19 semelhante ao de capitais, aponta estudo (03/Jun/2020)
Portal da Enfermagem: Cidades do interior têm potencial de propagação da COVID-19 semelhante ao de capitais (03/Jun/2020)
Blog A Crítica: Cidades do interior têm potencial de propagação da COVID-19 semelhante ao de capitais, aponta estudo (03/Jun/2020)
SciDev.Net (Reino Unido): Intensification of cattle ranching doesn’t always help reduce deforestation (31/May/2019)
SciDev.Net (América Latina e o Caribe): Intensificar ganadería contra deforestación puede tener dos caras (29/May/2019)
O Roncador: Cidades do interior podem propagar Covid-19 como capitais, aponta estudo (04/Jun/2020)

Scientific publications (121)
(References retrieved automatically from Web of Science and SciELO through information on FAPESP grants and their corresponding numbers as mentioned in the publications by the authors)
BAUMANN, FABIAN; SOKOLOV, IGOR M.; TYLOO, MELVYN. A Laplacian approach to stubborn agents and their role in opinion formation on influence networks. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, v. 557, NOV 1 2020. Web of Science Citations: 0.
FERREIRA, LEONARDO N.; VEGA-OLIVEROS, DIDIER A.; COTACALLAPA, MOSHE; CARDOSO, MANOEL F.; QUILES, MARCOS G.; ZHAO, LIANG; MACAU, ELBERT E. N. Spatiotemporal data analysis with chronological networks. NATURE COMMUNICATIONS, v. 11, n. 1 AUG 12 2020. Web of Science Citations: 0.
GONG, CHEN CHRIS; TOENJES, RALF; PIKOVSKY, ARKADY. Coupled Mobius maps as a tool to model Kuramoto phase synchronization. Physical Review E, v. 102, n. 2 AUG 12 2020. Web of Science Citations: 0.
RAMOS, ANTONIO M. T.; CASAGRANDE, HELDER L.; MACAU, ELBERT E. N. Investigation on the high-order approximation of the entropy bias. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, v. 549, JUL 1 2020. Web of Science Citations: 0.
RODRIGUES, RAFAEL D.; ZHAO, LIANG; ZHENG, QIUSHENG; ZHANG, JUNBAO. A tourist walk approach for internal and external outlier detection. Neurocomputing, v. 393, p. 203-213, JUN 14 2020. Web of Science Citations: 0.
BURTON, CHANTELLE; BETTS, RICHARD A.; JONES, CHRIS D.; FELDPAUSCH, TED R.; CARDOSO, MANOEL; ANDERSON, LIANA O. El Nino Driven Changes in Global Fire 2015/16. Frontiers in Earth Science, v. 8, JUN 10 2020. Web of Science Citations: 0.
PINTO, THIAGO M.; SCHILSTRA, MARIA J.; ROQUE, ANTONIO C.; STEUBER, VOLKER. Binding of Filamentous Actin to CaMKII as Potential Regulation Mechanism of Bidirectional Synaptic Plasticity by beta CaMKII in Cerebellar Purkinje Cells. SCIENTIFIC REPORTS, v. 10, n. 1 JUN 2 2020. Web of Science Citations: 0.
MAGRINI, LUCIANO A.; DOMINGUES, MARGARETE OLIVEIRA; MACAU, ELBERT E. N.; KISS, ISTVAN Z. Extraction of slow and fast dynamics of multiple time scale systems using wavelet techniques. Chaos, v. 30, n. 6 JUN 2020. Web of Science Citations: 0.
MARENGO, JOSE A.; CUNHA, ANA PAULA M. A.; NOBRE, CARLOS A.; RIBEIRO NETO, GERMANO G.; MAGALHAES, ANTONIO R.; TORRES, ROGER R.; SAMPAIO, GILVAN; ALEXANDRE, FELIPE; ALVES, LINCOLN M.; CUARTAS, LUZ A.; DEUSDARA, KARINNE R. L.; ALVALA, REGINA C. S. Assessing drought in the drylands of northeast Brazil under regional warming exceeding 4 degrees C. NATURAL HAZARDS, v. 103, n. 2 JUN 2020. Web of Science Citations: 1.
DONGES, JONATHAN F.; HEITZIG, JOBST; BARFUSS, WOLFRAM; WIEDERMANN, MARC; KASSEL, JOHANNES A.; KITTEL, TIM; KOLB, JAKOB J.; KOLSTER, TILL; MUELLER-HANSEN, FINN; OTTO, ILONA M.; ZIMMERER, KILIAN B.; LUCHT, WOLFGANG. Earth system modeling with endogenous and dynamic human societies: the copan:CORE open World-Earth modeling framework. EARTH SYSTEM DYNAMICS, v. 11, n. 2, p. 395-413, MAY 4 2020. Web of Science Citations: 0.
ANTUNES, GABRIELA; SIMOES DE SOUZA, FABIO M. 3D Modeling of Dendritic Spines with Synaptic Plasticity. JOVE-JOURNAL OF VISUALIZED EXPERIMENTS, n. 159 MAY 2020. Web of Science Citations: 0.
BARBOSA, G. O.; WINTER, O. C.; AMARANTE, A.; IZIDORO, A.; DOMINGOS, R. C.; MACAU, E. E. N. Earth-size planet formation in the habitable zone of circumbinary stars. Monthly Notices of the Royal Astronomical Society, v. 494, n. 1, p. 1045-1057, MAY 2020. Web of Science Citations: 0.
PENA, RODRIGO F. O.; CEBALLOS, CESAR CELIS; DE DEUS, JUNIA LARA; ROQUE, ANTONIO CARLOS; GARCIA-CAIRASCO, NORBERTO; LEAO, RICARDO MAURICIO; SIQUEIRA CUNHA, ALEXANDRA OLIMPIO. Modeling Hippocampal CA1 Gabaergic Synapses of Audiogenic Rats. International Journal of Neural Systems, v. 30, n. 5 MAY 2020. Web of Science Citations: 0.
WU, HUANYU; ZOU, YONG; ALVES, LINCOLN M.; MACAU, ELBERT E. N.; SAMPAIO, GILVAN; MARENGO, JOSE A. Uncovering episodic influence of oceans on extreme drought events in Northeast Brazil by ordinal partition network approaches. Chaos, v. 30, n. 5 MAY 2020. Web of Science Citations: 0.
KROENKE, JONATHAN; WUNDERLING, NICO; WINKELMANN, RICARDA; STAAL, ARIE; STUMPF, BENEDIKT; TUINENBURG, OBBE A.; DONGES, JONATHAN F. Dynamics of tipping cascades on complex networks. Physical Review E, v. 101, n. 4 APR 29 2020. Web of Science Citations: 0.
RUEDIGER, STEN; PLIETZSCH, ANTON; SAGUES, FRANCESC; SOKOLOV, IGOR M.; KURTHS, JUERGEN. Epidemics with mutating infectivity on small-world networks. SCIENTIFIC REPORTS, v. 10, n. 1 APR 3 2020. Web of Science Citations: 0.
PENA, RODRIGO F. O.; LIMA, VINICIUS; O. SHIMOURA, RENAN; PAULO NOVATO, JOAO; ROQUE, ANTONIO C. Optimal Interplay between Synaptic Strengths and Network Structure Enhances Activity Fluctuations and Information Propagation in Hierarchical Modular Networks. BRAIN SCIENCES, v. 10, n. 4 APR 2020. Web of Science Citations: 0.
PRADO, T. L.; CORSO, G.; DOS SANTOS LIMA, G. Z.; BUDZINSKI, R. C.; BOARETTO, B. R. R.; FERRARI, F. A. S.; MACAU, E. E. N.; LOPES, S. R. Maximum entropy principle in recurrence plot analysis on stochastic and chaotic systems. Chaos, v. 30, n. 4 APR 2020. Web of Science Citations: 0.
STELZER, FLORIAN; ROEHM, ANDRE; LUEDGE, KATHY; YANCHUK, SERHIY. Performance boost of time-delay reservoir computing by non-resonant clock cycle. NEURAL NETWORKS, v. 124, p. 158-169, APR 2020. Web of Science Citations: 0.
VEGA-OLIVEROS, DIDIER A.; COSTA, LUCIANO DA FONTOURA; RODRIGUES, FRANCISCO APARECIDO. Influence maximization by rumor spreading on correlated networks through community identification. COMMUNICATIONS IN NONLINEAR SCIENCE AND NUMERICAL SIMULATION, v. 83, APR 2020. Web of Science Citations: 0.
WUNDERLING, NICO; STUMPF, BENEDIKT; KROENKE, JONATHAN; STAAL, ARIE; TUINENBURG, OBBE A.; WINKELMANN, RICARDA; DONGES, JONATHAN F. How motifs condition critical thresholds for tipping cascades in complex networks: Linking micro- to macro-scales. Chaos, v. 30, n. 4 APR 2020. Web of Science Citations: 0.
GELBRECHT, MAXIMILIAN; KURTHS, JUERGEN; HELLMANN, FRANK. Monte Carlo basin bifurcation analysis. NEW JOURNAL OF PHYSICS, v. 22, n. 3 MAR 2020. Web of Science Citations: 0.
MARENGO, JOSE A.; ALVES, LINCOLN M.; AMBRIZZI, TERCIO; YOUNG, ANDREA; BARRETO, NAURINETE J. C.; RAMOS, ANDREA M. Trends in extreme rainfall and hydrogeometeorological disasters in the Metropolitan Area of Sao Paulo: a review. Annals of the New York Academy of Sciences, v. 1472, n. 1, SI FEB 2020. Web of Science Citations: 4.
BAUMANN, FABIAN; LORENZ-SPREEN, PHILIPP; SOKOLOV, IGOR M.; STARNINI, MICHELE. Modeling Echo Chambers and Polarization Dynamics in Social Networks. Physical Review Letters, v. 124, n. 4 JAN 27 2020. Web of Science Citations: 0.
GAO, XUBO; ZHENG, QIUSHENG; VEGA-OLIVEROS, DIDIER A.; ANGHINONI, LEANDRO; ZHAO, LIANG. Temporal Network Pattern Identification by Community Modelling. SCIENTIFIC REPORTS, v. 10, n. 1 JAN 14 2020. Web of Science Citations: 0.
BORGES, F. S.; PROTACHEVICZ, P. R.; PENA, R. F. O.; LAMEU, E. L.; HIGA, V, G. S.; KIHARA, J. A. H.; MATIAS, F. S.; ANTONOPOULOS, C. G.; DE PASQUALE, R.; ROQUE, A. C.; IAROSZ, K. C.; JI, P.; BATISTA, A. M. Self-sustained activity of low firing rate in balanced networks. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, v. 537, JAN 1 2020. Web of Science Citations: 0.
FERREIRA, LEONARDO N.; VEGA-OLIVEROS, DIDIER A.; ZHAO, LIANG; CARDOSO, MANOEL F.; MACAU, ELBERT E. N. Global fire season severity analysis and forecasting. Computers & Geosciences, v. 134, JAN 2020. Web of Science Citations: 1.
DE CASTRO SANTOS, MATHEUS A.; VEGA-OLIVEROS, DIDIER A.; ZHAO, LIANG; BERTON, LILIAN. Classifying El Ni & x00F1;o-Southern Oscillation Combining Network Science and Machine Learning. IEEE ACCESS, v. 8, p. 55711-55723, 2020. Web of Science Citations: 0.
GONG, CHEN CHRIS; PIKOVSKY, ARKADY. Low-dimensional dynamics for higher-order harmonic, globally coupled phase-oscillator ensembles. Physical Review E, v. 100, n. 6 DEC 26 2019. Web of Science Citations: 0.
FREITAS, VANDER L. S.; LACERDA, JULIANA C.; MACAU, ELBERT E. N. Complex Networks Approach for Dynamical Characterization of Nonlinear Systems. INTERNATIONAL JOURNAL OF BIFURCATION AND CHAOS, v. 29, n. 13 DEC 15 2019. Web of Science Citations: 0.
DRUEKE, MARKUS; FORKEL, MATTHIAS; VON BLOH, WERNER; SAKSCHEWSKI, BORIS; CARDOSO, MANOEL; BUSTAMANTE, MERCEDES; KURTHS, JUERGEN; THONICKE, KIRSTEN. Improving the LPJmL4-SPITFIRE vegetation-fire model for South America using satellite data. Geoscientific Model Development, v. 12, n. 12, p. 5029-5054, DEC 3 2019. Web of Science Citations: 0.
LIU, YANG; WANG, XI; KURTHS, JURGEN. Framework of Evolutionary Algorithm for Investigation of Influential Nodes in Complex Networks. IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION, v. 23, n. 6, p. 1049-1063, DEC 2019. Web of Science Citations: 1.
SANTOS, MOISES S.; SZEZECH, JR., JOSE D.; BATISTA, ANTONIO M.; IAROSZ, KELLY C.; CALDAS, IBERE L.; VIANA, RICARDO L. Dragon-kings death in nonlinear wave interactions. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, v. 534, NOV 15 2019. Web of Science Citations: 0.
COLLIRI, TIAGO; ZHAO, LIANG. Analyzing the Bills-Voting Dynamics and Predicting Corruption-Convictions Among Brazilian Congressmen Through Temporal Networks. SCIENTIFIC REPORTS, v. 9, NOV 14 2019. Web of Science Citations: 0.
MEDEIROS, EVERTON S.; MEDRANO-T, RENE O.; CALDAS, THERE L.; TEL, TAMAS; FEUDEL, ULRIKE. State-dependent vulnerability of synchronization. Physical Review E, v. 100, n. 5 NOV 4 2019. Web of Science Citations: 0.
VEGA-OLIVERO, DIDIER A.; GOMES, PEDRO SPOLJARIC; MILIOS, EVANGELOS E.; BERTON, LILIAN. A multi-centrality index for graph-based keyword extraction. INFORMATION PROCESSING & MANAGEMENT, v. 56, n. 6 NOV 2019. Web of Science Citations: 0.
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MARENGO, JOSE A.; FISCH, GILBERTO F.; ALVES, LINCOLN M.; SOUSA, NATANAEL V.; FU, RONG; ZHUANG, YIZHOU. Meteorological context of the onset and end of the rainy season in Central Amazonia during the GoAmazon2014/5. Atmospheric Chemistry and Physics, v. 17, n. 12, p. 7671-7681, JUN 26 2017. Web of Science Citations: 5.
RAMOS, ANTONIO M. T.; BUILES-JARAMILLO, ALEJANDRO; POVEDA, GERMAN; GOSWAMI, BEDARTHA; MACAU, ELBERT E. N.; KURTHS, JUERGEN; MARWAN, NORBERT. Recurrence measure of conditional dependence and applications. Physical Review E, v. 95, n. 5 MAY 11 2017. Web of Science Citations: 9.
RAMOS, ANTONIO M. T.; MACAU, ELBERT E. N. Minimum Sample Size for Reliable Causal Inference Using Transfer Entropy. Entropy, v. 19, n. 4 APR 2017. Web of Science Citations: 2.
IANNELLI, FLAVIO; KOHER, ANDREAS; BROCKMANN, DIRK; HOEVEL, PHILIPP; SOKOLOV, IGOR M. Effective distances for epidemics spreading on complex networks. Physical Review E, v. 95, n. 1 JAN 17 2017. Web of Science Citations: 19.
GRZYBOWSKI, J. M. V.; MACAU, E. E. N.; YONEYAMA, T. On synchronization in power-grids modelled as networks of second-order Kuramoto oscillators. Chaos, v. 26, n. 11 NOV 2016. Web of Science Citations: 7.
ANTUNES, G.; ROQUE, A. C.; SIMOES-DE-SOUZA, F. M. Stochastic Induction of Long-Term Potentiation and Long-Term Depression. SCIENTIFIC REPORTS, v. 6, AUG 3 2016. Web of Science Citations: 4.
QUILES, MARCOS G.; MACAU, ELBERT E. N.; RUBIDO, NICOLAS. Dynamical detection of network communities. SCIENTIFIC REPORTS, v. 6, MAY 9 2016. Web of Science Citations: 6.

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