Dynamic phenomena in complex networks: basics and applications

• Grant number: 15/50122-0
• Support type: Research Projects - Thematic Grants
• Duration: December 01, 2016 - February 28, 2022
• Field of knowledge: Engineering - Electrical Engineering - Industrial Electronics, Electronic Systems and Controls
• Cooperation agreement: DFG
• Principal researcher: Elbert Einstein Nehrer Macau
• Grantee: Elbert Einstein Nehrer Macau
• Principal researcher abroad: Jurgen Kurths
• Institution abroad: Humboldt University, Germany
• Home Institution: Instituto Nacional de Pesquisas Espaciais (INPE). Ministério da Ciência, Tecnologia e Inovações (Brasil). São José dos Campos , SP, Brazil
• Pesquisadores principais:( Atuais ): Antonio Carlos Roque da Silva Filho ; Jose Antonio Marengo Orsini ; Zhao Liang
• Pesquisadores principais:( Anteriores ): Iberê Luiz Caldas ; Paulo Regis Caron Ruffino
• Associated grant(s): 19/07988-8 - Characterizing the recent drought in Northeast Brazil region by complex network approaches, AV.EXT
• Associated scholarship(s): 20/14162-6 - Influence of moist convection on the geostrophic adjustment, BP.PD; 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; + associated scholarships 19/14429-5 - Visual analytics of heterogeneous brain networks using multilevel methods, BP.PD; 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)

Scientific publications

(174)

(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)

FERREIRA, LEONARDO N.; FERREIRA, NICOLE C. R.; MACAU, ELBERT E. N.; DONNER, V, REIK. The effect of time series distance functions on functional climate networks. European Physical Journal-Special Topics, SEP 2021. Web of Science Citations: 0.

LLOPART, MARTA; DOMINGUES, LEONARDO MORENO; TORMA, CSABA; GIORGI, FILIPPO; DA ROCHA, ROSMERI PORFIRIO; AMBRIZZI, TERCIO; REBOITA, MICHELLE SIMOES; ALVES, LINCOLN MUNIZ; COPPOLA, ERIKA; DA SILVA, MARIA LEIDINICE; DE SOUZA, DIEGO OLIVEIRA. Assessing changes in the atmospheric water budget as drivers for precipitation change over two CORDEX-CORE domains. Climate Dynamics, v. 57, n. 5-6, SI, p. 1615-1628, SEP 2021. Web of Science Citations: 4.

MEDEIROS, EVERTON S.; MEDRANO-T, RENE O.; CALDAS, IBERE L.; FEUDEL, ULRIKE. The impact of chaotic saddles on the synchronization of complex networks of discrete-time units. JOURNAL OF PHYSICS-COMPLEXITY, v. 2, n. 3 SEP 2021. Web of Science Citations: 0.

NOBRE, RENATO A.; DO NASCIMENTO, KHALIL C.; VARGAS, PATRICIA A.; BARIA VALEJO, ALAN DEMETRIUS; PESSIN, GUSTAVO; VILLAS, LEANDRO A.; ROCHA FILHO, GERALDO P. AURORA: an autonomous agent-oriented hybrid trading service. NEURAL COMPUTING & APPLICATIONS, SEP 2021. Web of Science Citations: 0.

TEJADA, JULIAN; ROQUE, C. ANTONIO. Conductance-based models and the fragmentation problem: A case study based on hippocampal CA1 pyramidal cell models and epilepsy. Epilepsy & Behavior, v. 121, n. B AUG 2021. Web of Science Citations: 0.

DRUEKE, MARKUS; VON BLOH, WERNER; PETRI, STEFAN; SAKSCHEWSKI, BORIS; SCHAPHOFF, SIBYLL; FORKEL, MATTHIAS; HUISKAMP, WILLEM; FEULNER, GEORG; THONICKE, KIRSTEN. CM2Mc-LPJmL v1.0: biophysical coupling of a process-based dynamic vegetation model with managed land to a general circulation model. Geoscientific Model Development, v. 14, n. 6, p. 4117-4141, JUL 1 2021. Web of Science Citations: 0.

BARBOSA, G. O.; WINTER, O. C.; AMARANTE, A.; MACAU, E. E. N. Formation of Earth-sized planets within the Kepler-1647 system habitable zone. Monthly Notices of the Royal Astronomical Society, v. 504, n. 4, p. 6144-6156, JUL 2021. Web of Science Citations: 0.

ROMARO, CECILIA; NAJMAN, FERNANDO ARAUJO; LYTTON, WILLIAM W.; ROQUE, ANTONIO C.; DURA-BERNAL, SALVADOR. LNetPyNE Implementation and Scaling of the Potjans-Diesmann Cortical Microcircuit Model. NEURAL COMPUTATION, v. 33, n. 7, p. 1993-2032, JUL 2021. Web of Science Citations: 0.

RONGE, ROBERT; ZAKS, MICHAEL A. Splay states and two-cluster states in ensembles of excitable units. European Physical Journal-Special Topics, JUL 2021. Web of Science Citations: 0.

FRIEDHOFF, VICTOR NICOLAI; ANTUNES, GABRIELA; FALCKE, MARTIN; SIMOES DE SOUZA, FABIO M. Stochastic reaction-diffusion modeling of calcium dynamics in 3D dendritic spines of Purkinje cells. BIOPHYSICAL JOURNAL, v. 120, n. 11, p. 2112-2123, JUN 1 2021. Web of Science Citations: 0.

ALMAZROUI, MANSOUR; ASHFAQ, MOETASIM; ISLAM, M. NAZRUL; RASHID, IRFAN UR; KAMIL, SHAHZAD; ABID, MUHAMMAD ADNAN; O'BRIEN, ENDA; ISMAIL, MUHAMMAD; REBOITA, MICHELLE SIMOES; SORENSSON, ANNA A.; ARIAS, PAOLA A.; ALVES, LINCOLN MUNIZ; TIPPETT, MICHAEL K.; SAEED, SAJJAD; HAARSMA, REIN; DOBLAS-REYES, FRANCISCO J.; SAEED, FAHAD; KUCHARSKI, FRED; NADEEM, IMRAN; SILVA-VIDAL, YAMINA; RIVERA, JUAN A.; EHSAN, MUHAMMAD AZHAR; MARTINEZ-CASTRO, DANIEL; MUNOZ, ANGEL G.; ALI, MD ARFAN; COPPOLA, ERIKA; SYLLA, MOUHAMADOU BAMBA. Assessment of CMIP6 Performance and Projected Temperature and Precipitation Changes Over South America. EARTH SYSTEMS AND ENVIRONMENT, JUN 2021. Web of Science Citations: 1.

ANGHINONI, LEANDRO; VEGA-OLIVEROS, DIDIER A.; SILVA, THIAGO CHRISTIANO; ZHAO, LIANG. Time series pattern identification by hierarchical community detection. European Physical Journal-Special Topics, JUN 2021. Web of Science Citations: 0.

CEBALLOS, CESAR C.; PENA, RODRIGO F. O.; ROQUE, ANTONIO C. Impact of the activation rate of the hyperpolarization-activated current I-h on the neuronal membrane time constant and synaptic potential duration. European Physical Journal-Special Topics, JUN 2021. Web of Science Citations: 0.

DRUEKE, MARKUS; VON BLOH, WERNER; SAKSCHEWSKI, BORIS; WUNDERLING, NICO; PETRI, STEFAN; CARDOSO, MANOEL; BARBOSA, HENRIQUE M. J.; THONICKE, KIRSTEN. Climate-induced hysteresis of the tropical forest in a fire-enabled Earth system model. European Physical Journal-Special Topics, JUN 2021. Web of Science Citations: 0.

FREITAS, VANDER L. S.; YANCHUK, SERHIY; GRANDE, HELDER L. C.; MACAU, ELBERT E. N. The effects of time-delay and phase lags on symmetric circular formations of mobile agents. European Physical Journal-Special Topics, JUN 2021. Web of Science Citations: 0.

GELBRECHT, MAXIMILIAN; BOERS, NIKLAS; KURTHS, JUERGEN. Variability of the low-level circulation of the South American Monsoon analysed with complex networks. European Physical Journal-Special Topics, JUN 2021. Web of Science Citations: 0.

GELBRECHT, MAXIMILIAN; LUCARINI, VALERIO; BOERS, NIKLAS; KURTHS, JUERGEN. Analysis of a bistable climate toy model with physics-based machine learning methods. European Physical Journal-Special Topics, JUN 2021. Web of Science Citations: 0.

GOUVEA, ALESSANDRA M. M. M.; DA SILVA, TIAGO S.; MACAU, ELBERT E. N.; QUILES, MARCOS G. Force-directed algorithms as a tool to support community detection. European Physical Journal-Special Topics, JUN 2021. Web of Science Citations: 0.

LIMA, LOURIVAL; RUFFINO, PAULO; SOUZA, FRANCYS. Stochastic near-optimal control: additive, multiplicative, non-Markovian and applications. European Physical Journal-Special Topics, JUN 2021. Web of Science Citations: 0.

LIMA, VINICIUS; PENA, RODRIGO F. O.; SHIMOURA, RENAN O.; KAMIJI, NILTON L.; CEBALLOS, CESAR C.; BORGES, FERNANDO S.; HIGA, GUILHERME S. V.; DE PASQUALE, ROBERTO; ROQUE, ANTONIO C. Modeling and characterizing stochastic neurons based on in vitro voltage-dependent spike probability functions. European Physical Journal-Special Topics, JUN 2021. Web of Science Citations: 0.

NETO VERRI, FILIPE ALVES; GUELERI, ROBERTO ALVES; ZHENG, QIUSHENG; ZHANG, JUNBAO; ZHAO, LIANG. Network community detection via iterative edge removal in a flocking-like system. European Physical Journal-Special Topics, JUN 2021. Web of Science Citations: 0.

PRADO, THIAGO DE LIMA; MACAU, ELBERT EINSTEIN NEHRER; LOPES, SERGIO ROBERTO. Detection of data corruption in stationary time series using recurrence microstates probabilities. European Physical Journal-Special Topics, JUN 2021. Web of Science Citations: 0.

RAPHALDINI, B.; TERUYA, A. S. W.; RAUPP, C. F. M.; SILVA-DIAS, P. L.; TAKAHASHI, D. Y. Inference of the topology of geomagnetic field multipole interactions. European Physical Journal-Special Topics, JUN 2021. Web of Science Citations: 0.

RAPHALDINI, B.; TERUYA, A. S. W.; RAUPP, C. F. M.; SILVA-DIAS, P. L.; TAKAHASHI, D. Y. Information flow between MJO-related waves: a network approach on the wave space. European Physical Journal-Special Topics, JUN 2021. Web of Science Citations: 0.

SHIMOURA, RENAN OLIVEIRA; PENA, RODRIGO F. O.; LIMA, VINICIUS; KAMIJI, NILTON L.; GIRARDI-SCHAPPO, MAURICIO; ROQUE, ANTONIO C. Building a model of the brain: from detailed connectivity maps to network organization. European Physical Journal-Special Topics, JUN 2021. Web of Science Citations: 0.

TEICHMANN, ERIK. Using phase dynamics to study partial synchrony: three examples. European Physical Journal-Special Topics, JUN 2021. Web of Science Citations: 0.

VALEJO, ALAN DEMETRIUS BARIA; DE OLIVEIRA DOS SANTOS, WELLINGTON; NALDI, MURILO COELHO; ZHAO, LIANG. A review and comparative analysis of coarsening algorithms on bipartite networks. European Physical Journal-Special Topics, JUN 2021. Web of Science Citations: 0.

VEGA-OLIVEROS, DIDIER A.; GRANDE, HELDER L. C.; IANNELLI, FLAVIO; VAZQUEZ, FEDERICO. Bi-layer voter model: modeling intolerant tolerant positions and bots in opinion dynamics. European Physical Journal-Special Topics, JUN 2021. Web of Science Citations: 0.

LAMEU, EWANDSON L.; BORGES, FERNANDO S.; LAROSZ, KELLY C.; PROTACHEVICZ, PAULO R.; ANTONOPOULOS, CHRIS G.; MACAU, ELBERT E. N.; BATISTA, ANTONIO M. Short-term and spike-timing-dependent plasticity facilitate the formation of modular neural networks. COMMUNICATIONS IN NONLINEAR SCIENCE AND NUMERICAL SIMULATION, v. 96, MAY 2021. Web of Science Citations: 0.

PROTACHEVICZ, PAULO R.; HANSEN, MATHEUS; IAROSZ, KELLY C.; CALDAS, IBERE L.; BATISTA, ANTONIO M.; KURTHS, JURGEN. Emergence of Neuronal Synchronisation in Coupled Areas. FRONTIERS IN COMPUTATIONAL NEUROSCIENCE, v. 15, APR 22 2021. Web of Science Citations: 0.

SAMPAIO, GILVAN; SHIMIZU, MARILIA H.; GUIMARAES-JUNIOR, CARLOS A.; ALEXANDRE, FELIPE; GUATURA, MARCELO; CARDOSO, MANOEL; DOMINGUES, TOMAS F.; RAMMIG, ANJA; VON RANDOW, CELSO; REZENDE, LUIZ F. C.; LAPOLA, DAVID M. CO2 physiological effect can cause rainfall decrease as strong as large-scale deforestation in the Amazon. BIOGEOSCIENCES, v. 18, n. 8, p. 2511-2525, APR 22 2021. Web of Science Citations: 0.

GELBRECHT, MAXIMILIAN; BOERS, NIKLAS; KURTHS, JUERGEN. Neural partial differential equations for chaotic systems. NEW JOURNAL OF PHYSICS, v. 23, n. 4 APR 2021. Web of Science Citations: 0.

LAMOSA, JESSICA D.; TOMAS, LIVIA R.; QUILES, MARCOS G.; LONDE, LUCIANA R.; SANTOS, LEONARDO B. L.; MACAU, ELBERT E. N. Topological indexes and community structure for urban mobility networks: Variations in a business day. PLoS One, v. 16, n. 3 MAR 10 2021. Web of Science Citations: 0.

DA COSTA, DIOGO RICARDO; ROCHA, JULIA G. S.; DE PAIVA, LUAM S.; MEDRANO-T, RENE O. Logistic-like and Gauss coupled maps: The born of period-adding cascades. CHAOS SOLITONS & FRACTALS, v. 144, MAR 2021. Web of Science Citations: 0.

FREITAS, VANDER L. S.; YANCHUK, SERHIY; ZAKS, MICHAEL; MACAU, ELBERT E. N. Synchronization-based symmetric circular formations of mobile agents and the generation of chaotic trajectories. COMMUNICATIONS IN NONLINEAR SCIENCE AND NUMERICAL SIMULATION, v. 94, MAR 2021. Web of Science Citations: 0.

PEREIRA, F. A. C.; TOUFEN, D. L.; GUIMARAES-FILHO, Z. O.; CALDAS, I. L.; VIANA, R. L.; GENTLE, K. W. Coexistence of turbulence regimes in the Texas Helimak. Physics of Plasmas, v. 28, n. 3 MAR 2021. Web of Science Citations: 0.

PERKOWSKI, NICOLAS; ROSATI, TOMMASO. A ROUGH SUPER-BROWNIAN MOTION. ANNALS OF PROBABILITY, v. 49, n. 2, p. 908-943, MAR 2021. Web of Science Citations: 0.

MARENGO, JOSE A.; CUNHA, ANA P.; CUARTAS, LUZ ADRIANA; DEUSDARA LEAL, KARINNE R.; BROEDEL, ELISANGELA; SELUCHI, MARCELO E.; MICHELIN, CAMILA MIRANDA; DE PRAGA BAIAO, CHEILA FLAVIA; ANGULO, ELEAZAR CHUCHON; ALMEIDA, ELTON K.; KAZMIERCZAK, MARCOS L.; ANTONIO MATEUS, NELSON PEDRO; SILVA, RODRIGO C.; BENDER, FABIANI. Extreme Drought in the Brazilian Pantanal in 2019-2020: Characterization, Causes, and Impacts. FRONTIERS IN WATER, v. 3, FEB 23 2021. Web of Science Citations: 6.

BAUMANN, FABIAN; LORENZ-SPREEN, PHILIPP; SOKOLOV, IGOR M.; STARNINI, MICHELE. Emergence of Polarized Ideological Opinions in Multidimensional Topic Spaces. PHYSICAL REVIEW X, v. 11, n. 1 JAN 20 2021. Web of Science Citations: 0.

RONGE, ROBERT; ZAKS, MICHAEL A. Emergence and stability of periodic two-cluster states for ensembles of excitable units. Physical Review E, v. 103, n. 1 JAN 7 2021. Web of Science Citations: 0.

TOENJES, RALF; FIORE, CARLOS E.; PEREIRA, TIAGO. Coherence resonance in influencer networks. NATURE COMMUNICATIONS, v. 12, n. 1 JAN 4 2021. Web of Science Citations: 1.

LACERDA, JULIANA C.; DIAS, JUSSARA; FREITAS, CELSO; MACAU, ELBERT. Synchronization of energy transmission networks at low voltage levels. Applied Mathematical Modelling, v. 89, n. 1, p. 627-635, JAN 2021. Web of Science Citations: 0.

COLLIRI, TIAGO; ZHAO, LIANG. Stock market trend detection and automatic decision-making through a network-based classification model. NATURAL COMPUTING, JAN 2021. Web of Science Citations: 0.

VELLMER, SEBASTIAN; LINDNER, BENJAMIN. Decision-time statistics of nonlinear diffusion models: Characterizing long sequences of subsequent trials. JOURNAL OF MATHEMATICAL PSYCHOLOGY, v. 99, DEC 2020. Web of Science Citations: 0.

WUNDERLING, NICO; GELBRECHT, MAXIMILIAN; WINKELMANN, RICARDA; KURTHS, JURGEN; DONGES, JONATHAN F. Basin stability and limit cycles in a conceptual model for climate tipping cascades. NEW JOURNAL OF PHYSICS, v. 22, n. 12 DEC 2020. Web of Science Citations: 0.

PROTACHEVICZ, PAULO R.; IAROSZ, KELLY C.; CALDAS, IBERE L.; ANTONOPOULOS, CHRIS G.; BATISTA, ANTONIO M.; KURTHS, JURGEN. Influence of Autapses on Synchronization in Neural Networks With Chemical Synapses. FRONTIERS IN SYSTEMS NEUROSCIENCE, v. 14, NOV 30 2020. Web of Science Citations: 0.

BAUMANN, FABIAN; SOKOLOV, IGOR M.; TYLOO, MELVYN. Periodic coupling inhibits second-order consensus on networks. Physical Review E, v. 102, n. 5 NOV 23 2020. Web of Science Citations: 0.

FREITAS, VANDER L. S.; MOREIRA, GLADSTON J. P.; SANTOS, LEONARDO B. L. Robustness analysis in an inter-cities mobility network: modeling municipal, state and federal initiatives as failures and attacks toward SARS-CoV-2 containment. PeerJ, v. 8, NOV 5 2020. Web of Science Citations: 0.

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.

CERON, WILSON; SANTOS, LEONARDO B. L.; NETO, GIOVANNI DOLIF; QUILES, MARCOS G.; CANDIDO, ONOFRE A. Community Detection in Very High-Resolution Meteorological Networks. IEEE Geoscience and Remote Sensing Letters, v. 17, n. 11, p. 2007-2010, NOV 2020. Web of Science Citations: 0.

LLOPART, MARTA; DOMINGUES, LEONARDO MORENO; TORMA, CSABA; GIORGI, FILIPPO; DA ROCHA, ROSMERI PORFIRIO; AMBRIZZI, TERCIO; REBOITA, MICHELLE SIMOES; ALVES, LINCOLN MUNIZ; COPPOLA, ERIKA; DA SILVA, MARIA LEIDINICE; DE SOUZA, DIEGO OLIVEIRA. Assessing changes in the atmospheric water budget as drivers for precipitation change over two CORDEX-CORE domains. Climate Dynamics, NOV 2020. Web of Science Citations: 0.

BITENCOURT, DANIEL PIRES; MUNIZ ALVES, LINCOLN; SHIBUYA, ELISA KAYO; DE ANGELO DA CUNHA, IRLON; ESTEVAM DE SOUZA, JOAO PAULO. Climate change impacts on heat stress in Brazil-Past, present, and future implications for occupational heat exposure. INTERNATIONAL JOURNAL OF CLIMATOLOGY, OCT 2020. Web of Science Citations: 2.

ROCHA, RONILSON; MEDRANO-T., RENE ORLANDO. Stability analysis for the Chua circuit with cubic polynomial nonlinearity based on root locus technique and describing function method. NONLINEAR DYNAMICS, v. 102, n. 4 OCT 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, p. 2589-2611, SEP 2020. Web of Science Citations: 14.

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: 5.

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: 6.

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.

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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.

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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.

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HISI, ANDREIA N. S.; MACAU, ELBERT E. N.; TIZEI, LUIZ H. G. The role of mobility in epidemic dynamics. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, v. 526, JUL 15 2019. Web of Science Citations: 0.

RUSCHEL, STEFAN; PEREIRA, TIAGO; YANCHUK, SERHIY; YOUNG, LAI-SANG. An SIQ delay differential equations model for disease control via isolation. Journal of Mathematical Biology, v. 79, n. 1, p. 249-279, JUL 2019. Web of Science Citations: 1.

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DE OLIVEIRA, JULIANO A.; MONTERO, LEONARDO T.; DA COSTA, DIOGO R.; MENDEZ-BERMUDEZ, J. A.; MEDRANO-T, RENE O.; LEONEL, EDSON D. An investigation of the parameter space for a family of dissipative mappings. Chaos, v. 29, n. 5 MAY 2019. Web of Science Citations: 1.

LACERDA, JULIANA; FREITAS, CELSO; MACAU, ELBERT. Multistable remote synchronization in a star-like network of non-identical oscillators. Applied Mathematical Modelling, v. 69, p. 453-465, MAY 2019. Web of Science Citations: 0.

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KAEHNE, MALTE; RUEDIGER, STEN; KIHARA, ALEXANDRE HIROAKI; LINDNER, BENJAMIN. Gap junctions set the speed and nucleation rate of stage I retinal waves. PLOS COMPUTATIONAL BIOLOGY, v. 15, n. 4 APR 2019. Web of Science Citations: 0.

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BOERS, NIKLAS; GOSWAMI, BEDARTHA; RHEINWALT, ALJOSCHA; BOOKHAGEN, BODO; HOSKINS, BRIAN; KURTHS, JUERGEN. Complex networks reveal global pattern of extreme-rainfall teleconnections. Nature, v. 566, n. 7744, p. 373+, FEB 21 2019. Web of Science Citations: 15.

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PERKOWSKI, NICOLAS; ROSATI, TOMMASO CORNELIS. The KPZ equation on the real line. ELECTRONIC JOURNAL OF PROBABILITY, v. 24, 2019. Web of Science Citations: 1.

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BUILES-JARAMILLO, ALEJANDRO; RAMOS, ANTONIO M. T.; POVEDA, GERMAN. Atmosphere-Land Bridge between the Pacific and Tropical North Atlantic SST's through the Amazon River basin during the 2005 and 2010 droughts. Chaos, v. 28, n. 8 AUG 2018. Web of Science Citations: 2.

CARNEIRO, MURILLO GUIMARAES; ZHAO, LIANG. Organizational Data Classification Based on the Importance Concept of Complex Networks. IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, v. 29, n. 8, p. 3361-3373, AUG 2018. Web of Science Citations: 2.

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ANTUNES, GABRIELA; FARIA DA SILVA, SAMUEL F.; SIMOES DE SOUZA, FABIO M. Mirror Neurons Modeled Through Spike-Timing-Dependent Plasticity are Affected by Channelopathies Associated with Autism Spectrum Disorder. International Journal of Neural Systems, v. 28, n. 5, SI JUN 2018. Web of Science Citations: 8.

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ANTUNES, G.; ROQUE, A. C.; SIMOES-DE-SOUZA, F. M. Molecular mechanisms of detection and discrimination of dynamic signals. SCIENTIFIC REPORTS, v. 8, FEB 6 2018. Web of Science Citations: 1.

RAMOS, ANTNIO M. DE T.; ZOU, YONG; DE OLIVEIRA, GILVAN SAMPAIO; KURTHS, JURGEN; MACAU, ELBERT E. N. Unveiling non-stationary coupling between Amazon and ocean during recent extreme events. Climate Dynamics, v. 50, n. 3-4, p. 767-776, FEB 2018. Web of Science Citations: 3.

MENDES, RODOLFO M.; DE ANDRADE, MARCIO ROBERTO M.; TOMASELLA, JAVIER; DE MORAES, MARCIO AUGUSTO E.; SCOFIELD, GRAZIELA B. Understanding shallow landslides in Campos do Jordao municipality - Brazil: disentangling the anthropic effects from natural causes in the disaster of 2000. NATURAL HAZARDS AND EARTH SYSTEM SCIENCES, v. 18, n. 1, p. 15-30, JAN 3 2018. Web of Science Citations: 2.

COSTA, DIEGO G. DE B.; REIS, BARBARA M. DA F.; ZOU, YONG; QUILES, MARCOS G.; MACAU, ELBERT E. N. Recurrence Density Enhanced Complex Networks for Nonlinear Time Series Analysis. INTERNATIONAL JOURNAL OF BIFURCATION AND CHAOS, v. 28, n. 1 JAN 2018. Web of Science Citations: 1.

FREITAS, VANDER L. S.; MACAU, ELBERT E. N. Collision Avoidance Mechanism for Symmetric Circular Formations of Unitary Mass Autonomous Vehicles at Constant Speed. MATHEMATICAL PROBLEMS IN ENGINEERING, 2018. Web of Science Citations: 0.

JOSÉ A. MARENGO; LINCOLN M. ALVES; REGINA C.S ALVALA; ANA PAULA CUNHA; SHEILA BRITO; OSVALDO L.L. MORAES. Climatic characteristics of the 2010-2016 drought in the semiarid Northeast Brazil region. Anais da Academia Brasileira de Ciências, v. 90, n. 2, p. -, Ago. 2018.

BORGES, RAFAEL R.; BORGES, FERNANDO S.; LAMEU, EWANDSON L.; PROTACHEVICZ, PAULO R.; IAROSZ, KELLY C.; CALDAS, IBERE L.; VIANA, RICARDO L.; MACAU, ELBERT E. N.; BAPTISTA, MURILO S.; GREBOGI, CELSO; BATISTA, ANTONIO M. Synaptic Plasticity and Spike Synchronisation in Neuronal Networks. Brazilian Journal of Physics, v. 47, n. 6, p. 678-688, DEC 2017. Web of Science Citations: 2.

MAIA, DANIEL M. N.; DE OLIVEIRA, JOAO E. M.; QUILES, MARCOS G.; MACAU, ELBERT E. N. Community detection in complex networks via adapted Kuramoto dynamics. COMMUNICATIONS IN NONLINEAR SCIENCE AND NUMERICAL SIMULATION, v. 53, p. 130-141, DEC 2017. Web of Science Citations: 7.

ERNEUX, THOMAS; JAVALOYES, JULIEN; WOLFRUM, MATTHIAS; YANCHUK, SERHIY. Introduction to Focus Issue: Time-delay dynamics. Chaos, v. 27, n. 11 NOV 2017. Web of Science Citations: 7.

RUSCHEL, STEFAN; YANCHUK, SERHIY. Chaotic bursting in semiconductor lasers. Chaos, v. 27, n. 11 NOV 2017. Web of Science Citations: 1.

TAKADA, SILVIA HONDA; IKEBARA, JULIANE MIDORI; DE SOUSA, ERICA; CARDOSO, DEBORA STERZECK; RESENDE, RODRIGO RIBEIRO; ULRICH, HENNING; RUECKL, MARTIN; RUEDIGER, STEN; KIHARA, ALEXANDRE HIROAKI. Determining the Roles of Inositol Trisphosphate Receptors in Neurodegeneration: Interdisciplinary Perspectives on a Complex Topic. Molecular Neurobiology, v. 54, n. 9, p. 6870-6884, NOV 2017. Web of Science Citations: 2.

GUO, HENG; RAMOS, ANTOANIO M. T.; MACAU, ELBERT E. N.; ZOU, YONG; GUAN, SHUGUANG. Constructing regional climate networks in the Amazonia during recent drought events. PLoS One, v. 12, n. 10 OCT 17 2017. Web of Science Citations: 0.

AYRES FERRAZ, MARIANA SACRINI; CARDEAL MELO-SILVA, HIAGO LUCAS; KIHARA, ALEXANDRE HIROAKI. Optimizing information processing in neuronal networks beyond critical states. PLoS One, v. 12, n. 9 SEP 18 2017. Web of Science Citations: 2.

SANTOS, LEONARDO B. L.; CARVALHO, TIAGO; ANDERSON, LIANA O.; RUDORFF, CONRADO M.; MARCHEZINI, VICTOR; LONDE, LUCIANA R.; SAITO, SILVIA M. An RS-GIS-Based Comprehensive Impact Assessment of Floods-A Case Study in Madeira River, Western Brazilian Amazon. IEEE Geoscience and Remote Sensing Letters, v. 14, n. 9, p. 1614-1617, SEP 2017. Web of Science Citations: 2.

FERREIRA, MARIA TEODORA; FOLLMANN, ROSANGELA; DOMINGUES, MARGARETE O.; MACAU, ELBERT E. N.; KISS, ISTVAN Z. Experimental phase synchronization detection in non-phase coherent chaotic systems by using the discrete complex wavelet approach. Chaos, v. 27, n. 8 AUG 2017. Web of Science Citations: 1.

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.