Dynamic phenomena in complex networks: basics and applications

• Grant number: 15/50122-0
• Support Opportunities: Research Projects - Thematic Grants
• Duration: December 01, 2016 - June 30, 2022
• Field of knowledge: Engineering - Electrical Engineering - Industrial Electronics, Electronic Systems and Controls
• Convênio/Acordo: DFG
• Principal Investigator: Elbert Einstein Nehrer Macau
• Grantee: Elbert Einstein Nehrer Macau
• Principal researcher abroad: Jurgen Kurths
• Institution abroad: Humboldt University, Germany
• Host Institution: Instituto Nacional de Pesquisas Espaciais (INPE). Ministério da Ciência, Tecnologia e Inovações (Brasil). São José dos Campos , SP, Brazil
• Pesquisadores principais:( Últimos ): Antonio Carlos Roque da Silva Filho ; Jose Antonio Marengo Orsini ; Zhao Liang
• Pesquisadores principais:( Antigos ): 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

(197)

(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)

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. (12/50880-4, 11/50151-0, 15/50122-0, 14/16711-6)

ZOU, YONG; MACAU, ELBERT E. N.; SAMPAIO, GILVAN; RAMOS, ANTONIO M. T.; KURTHS, JUERGEN. Characterizing the exceptional 2014 drought event in So Paulo by drought period length. Climate Dynamics, v. 51, n. 1-2, p. 433-442, JUL 2018. (11/50151-0, 15/50122-0)

PENA, RODRIGO F. O.; ZAKS, MICHAEL A.; ROQUE, ANTONIO C.. Dynamics of spontaneous activity in random networks with multiple neuron subtypes and synaptic noise. Journal of Computational Neuroscience, v. 45, n. 1, p. 1-28, AUG 2018. (15/50122-0, 13/25667-8, 13/07699-0)

ERNEUX, THOMAS; JAVALOYES, JULIEN; WOLFRUM, MATTHIAS; YANCHUK, SERHIY. Introduction to Focus Issue: Time-delay dynamics. Chaos, v. 27, n. 11, NOV 2017. (15/50122-0)

RUSCHEL, STEFAN; YANCHUK, SERHIY. Chaotic bursting in semiconductor lasers. Chaos, v. 27, n. 11, NOV 2017. (15/50122-0)

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. (13/50538-7, 15/50122-0)

QUILES, MARCOS G.; MACAU, ELBERT E. N.; RUBIDO, NICOLAS. Dynamical detection of network communities. SCIENTIFIC REPORTS, v. 6, MAY 9 2016. (11/50151-0, 11/18496-7, 15/50122-0)

PROTACHEVICZ, P. R.; BORGES, F. S.; IAROSZ, K. C.; CALDAS, I. L.; BAPTISTA, M. S.; VIANA, R. L.; LAMEU, E. L.; MACAU, E. E. N.; BATISTA, A. M.. How synapses can enhance sensibility of a neural network. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, v. 492, p. 1045-1052, FEB 15 2018. (15/07311-7, 11/19296-1, 16/23398-8, 16/16148-5, 15/50122-0)

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. (15/07373-2, 14/14229-2, 11/50151-0, 15/50122-0)

FROLOV, NIKITA S.; GRUBOV, VADIM V.; MAKSIMENKO, VLADIMIR A.; LUETTJOHANN, ANNIKA; MAKAROV, VLADIMIR V.; PAVLOV, ALEXEY N.; SITNIKOVA, EVGENIA; PISARCHIK, ALEXANDER N.; KURTHS, JUERGEN; HRAMOV, ALEXANDER E.. Statistical Properties and Predictability of Extreme Epileptic Events. SCIENTIFIC REPORTS, v. 9, MAY 10 2019. (15/50122-0)

LAMEU, E. L.; YANCHUK, S.; MACAU, E. E. N.; BORGES, F. S.; IAROSZ, K. C.; CALDAS, I. L.; PROTACHEVICZ, P. R.; BORGES, R. R.; VIANA, R. L.; SZEZECH, JR., J. D.; et al. Recurrence quantification analysis for the identification of burst phase synchronisation. Chaos, v. 28, n. 8, AUG 2018. (17/18977-1, 17/20920-8, 16/23398-8, 15/07311-7, 17/13502-5, 15/50122-0, 11/19296-1)

SANTOS, V.; SZEZECH, JR., J. D.; BATISTA, A. M.; IAROSZ, K. C.; BAPTISTA, M. S.; REN, H. P.; GREBOGI, C.; VIANA, R. L.; CALDAS, I. L.; MAISTRENKO, Y. L.; et al. Riddling: Chimera's dilemma. Chaos, v. 28, n. 8, AUG 2018. (17/20920-8, 15/07311-7, 15/50122-0, 15/05186-0, 11/19296-1)

MEDEIROS, EVERTON S.; MEDRANO-T, RENE O.; CALDAS, IBERE L.; FEUDEL, ULRIKE. Boundaries of synchronization in oscillator networks. Physical Review E, v. 98, n. 3, SEP 4 2018. (11/19296-1, 17/05521-0, 13/26598-0, 15/50122-0)

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. (14/50848-9, 15/03804-9, 15/50122-0)

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. (17/07688-9, 19/14962-5, 15/50122-0, 18/20277-0, 17/18977-1, 11/50151-0, 16/03855-5, 13/25667-8, 13/07699-0)

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. (15/50122-0, 17/23417-5, 15/50686-1)

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. (15/50122-0, 18/03211-6)

TOENJES, RALF; FIORE, CARLOS E.; PEREIRA, TIAGO. Coherence resonance in influencer networks. NATURE COMMUNICATIONS, v. 12, n. 1, JAN 4 2021. (13/07375-0, 15/04451-2, 15/50122-0)

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, v. 230, n. 14-15, JUN 2021. (15/50122-0)

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. (15/50122-0)

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. (15/50122-0)

LIMA, LOURIVAL; RUFFINO, PAULO; SOUZA, FRANCYS. Stochastic near-optimal control: additive, multiplicative, non-Markovian and applications. European Physical Journal-Special Topics, JUN 2021. (15/50122-0, 17/23003-6, 20/04426-6)

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. (13/07375-0, 19/26283-5, 15/50122-0, 18/24260-5, 16/23698-1)

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. (15/50122-0, 17/23417-5, 15/50686-1)

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. (19/00157-3, 17/05831-9, 15/50122-0, 19/26283-5, 16/16291-2, 16/23698-1, 16/23642-6)

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. (19/09150-1, 20/04624-2, 15/50122-0, 18/03211-6)

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.; et al. 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. (15/02537-7, 15/50687-8, 17/03048-5, 15/50122-0)

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. (15/50122-0)

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. (13/17063-5, 13/07699-0, 15/50122-0)

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. (13/07375-0, 17/05831-9, 18/24260-5, 16/23698-1, 16/16291-2, 15/50122-0, 19/00157-3, 19/26283-5)

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, v. 230, n. 14-15, p. 2737-2744, OCT 2021. (15/50122-0, 18/03211-6)

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, v. 230, n. 14-15, p. 2999-3007, OCT 2021. (17/23417-5, 15/50122-0, 15/50686-1)

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, v. 230, n. 14-15, p. 2887-2909, OCT 2021. (13/25667-8, 17/07688-9, 18/09150-9, 18/20277-0, 16/03855-5, 13/07699-0, 15/50122-0)

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, v. 230, n. 14-15, p. 2801-2811, OCT 2021. (19/09817-6, 13/07375-0, 19/07665-4, 15/50122-0, 19/14429-5)

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, v. 230, n. 14-15, p. 3009-3017, OCT 2021. (17/23417-5, 15/50122-0, 15/50686-1)

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, p. 2859-2874, DEC 2020. (15/50122-0)

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. (15/50122-0)

COLLIRI, TIAGO; ZHAO, LIANG. Stock market trend detection and automatic decision-making through a network-based classification model. NATURAL COMPUTING, JAN 2021. (15/50122-0, 19/07665-4, 13/07375-0)

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. (15/50122-0)

PETER, FRANZISKA; GONG, CHEN CHRIS; PIKOVSKY, ARKADY. Microscopic correlations in the finite-size Kuramoto model of coupled oscillators. Physical Review E, v. 100, n. 3, SEP 13 2019. (15/50122-0)

VENTURA DA SILVA, PAULO CESAR; VELASQUEZ-ROJAS, FATIMA; CONNAUGHTON, COLM; VAZQUEZ, FEDERICO; MORENO, YAMIR; RODRIGUES, FRANCISCO A.. Epidemic spreading with awareness and different timescales in multiplex networks. Physical Review E, v. 100, n. 3, SEP 24 2019. (16/24555-0, 16/25682-5, 13/07375-0, 17/50144-0, 15/50122-0)

MAKSIMENKO, VLADIMIR A.; FROLOV, NIKITA S.; HRAMOV, ALEXANDER E.; RUNNOVA, ANASTASIA E.; GRUBOV, VADIM V.; KURTHS, JUERGEN; PISARCHIK, ALEXANDER N.. Neural Interactions in a Spatially-Distributed Cortical Network During Perceptual Decision-Making. FRONTIERS IN BEHAVIORAL NEUROSCIENCE, v. 13, SEP 24 2019. (15/50122-0)

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. (15/50122-0, 20/04624-2)

MUGNAINE, MICHELE; REIS, ADRIANE S.; BORGES, FERNANDO S.; BORGES, RAFAEL R.; FERRARI, FABIANO A. S.; IAROSZ, KELLY C.; CALDAS, IBERE L.; LAMEU, EWANDSON L.; VIANA, RICARDO L.; SZEZECH, JR., JOSE D.; et al. Delayed feedback control of phase synchronisation in a neuronal network model. European Physical Journal-Special Topics, v. 227, n. 10-11, p. 1151-1160, NOV 2018. (17/18977-1, 17/20920-8, 16/23398-8, 15/07311-7, 17/13502-5, 15/50122-0, 11/19296-1)

LAMEU, E. L.; MACAU, E. E. N.; BORGES, F. S.; IAROSZ, K. C.; CALDAS, I. L.; BORGES, R. R.; PROTACHEVICZ, P. R.; VIANA, R. L.; BATISTA, A. M.. Alterations in brain connectivity due to plasticity and synaptic delay. European Physical Journal-Special Topics, v. 227, n. 5-6, p. 673-682, SEP 2018. (17/18977-1, 17/20920-8, 16/23398-8, 15/07311-7, 17/13502-5, 15/50122-0, 11/19296-1)

MAKSIMENKO, VLADIMIR A.; HRAMOV, ALEXANDER E.; FROLOV, NIKITA S.; LUETTJOHANN, ANNIKA; NEDAIVOZOV, VLADIMIR O.; GRUBOV, VADIM V.; RUNNOVA, ANASTASIA E.; MAKAROV, VLADIMIR V.; KURTHS, JUERGEN; PISARCHIK, ALEXANDER N.. Increasing Human Performance by Sharing Cognitive Load Using Brain-to-Brain Interface. FRONTIERS IN NEUROSCIENCE, v. 12, DEC 13 2018. (15/50122-0)

GELBRECHT, MAXIMILIAN; BOERS, NIKLAS; KURTHS, JUERGEN. Phase coherence between precipitation in South America and Rossby waves. SCIENCE ADVANCES, v. 4, n. 12, DEC 2018. (15/50122-0)

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. (15/50122-0)

ANGHINONI, LEANDRO; ZHAO, LIANG; JI, DONGHONG; PAN, HENG. Time series trend detection and forecasting using complex network topology analysis. NEURAL NETWORKS, v. 117, p. 295-306, SEP 2019. (16/23698-1, 15/50122-0)

YOUNG, LAI-SANG; RUSCHEL, STEFAN; YANCHUK, SERHIY; PEREIRA, TIAGO. Consequences of delays and imperfect implementation of isolation in epidemic control. SCIENTIFIC REPORTS, v. 9, MAR 5 2019. (15/50122-0, 13/07375-0)

MUELLER-HANSEN, FINN; HEITZIG, JOBST; DONGES, JONATHAN F.; CARDOSO, MANOEL F.; DALLA-NORA, ELOI L.; ANDRADE, PEDRO; KURTHS, JUERGEN; THONICKE, KIRSTEN. Can Intensification of Cattle Ranching Reduce Deforestation in the Amazon? Insights From an Agent-based Social-Ecological Model. ECOLOGICAL ECONOMICS, v. 159, p. 198-211, MAY 2019. (11/50151-0, 15/50122-0)

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. (18/03211-6, 17/05521-0, 13/26598-0, 15/50122-0)

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. (13/07699-0, 15/50122-0, 17/07688-9, 18/20277-0, 17/05874-0, 13/25667-8)

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. (14/50848-9, 15/50122-0)

PENA, R. F. O.; LIMA, V.; SHIMOURA, R. O.; CEBALLOS, C. C.; ROTSTEIN, H. G.; ROQUE, A. C.. Asymmetrical voltage response in resonant neurons shaped by nonlinearities. Chaos, v. 29, n. 10, OCT 2019. (15/50122-0, 17/05874-0, 13/07699-0, 13/25667-8)

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.; et al. Self-sustained activity of low firing rate in balanced networks. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, v. 537, JAN 1 2020. (16/23398-8, 13/07699-0, 15/50122-0, 17/18977-1, 15/07311-7, 11/19296-1, 17/13502-5, 17/20920-8, 17/26439-0, 13/25667-8)

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. (15/50122-0)

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. (13/07375-0, 17/05831-9, 16/23698-1, 15/50122-0, 19/00157-3, 18/03211-6, 18/01722-3)

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. (16/02018-2, 15/50122-0)

IANNELLI, FLAVIO; SOKOLOV, IGOR M.; THIEL, FELIX. Reaction-diffusion on random spatial networks with scale-free jumping rates via effective medium theory. Physical Review E, v. 98, n. 3, SEP 28 2018. (15/50122-0)

TINOS, RENATO; ZHAO, LIANG; CHICANO, FRANCISCO; WHITLEY, DARRELL. NK Hybrid Genetic Algorithm for Clustering. IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION, v. 22, n. 5, p. 748-761, OCT 2018. (13/07375-0, 15/50122-0, 15/06462-1)

MAIA, DANIEL M. N.; MACAU, ELBERT E. N.; PEREIRA, TIAGO; YANCHUK, SERHIY. SYNCHRONIZATION IN NETWORKS WITH STRONGLY DELAYED COUPLINGS. DISCRETE AND CONTINUOUS DYNAMICAL SYSTEMS-SERIES B, v. 23, n. 8, p. 3461-3482, OCT 2018. (15/50122-0)

PEREIRA, F. A. C.; SOKOLOV, I. M.; TOUFEN, D. L.; GUIMARAES-FILHO, Z. O.; CALDAS, I. L.; GENTLE, K. W.. Statistical properties of intermittent bursts in the Texas Helimak. Physics of Plasmas, v. 26, n. 5, MAY 2019. (18/03211-6, 14/07043-0, 15/50122-0, 17/23128-3)

LOUZA, FELIPE A.; TELLES, GUILHERME P.; GOG, SIMON; ZHAO, LIANG. Algorithms to compute the Burrows-Wheeler Similarity Distribution. THEORETICAL COMPUTER SCIENCE, v. 782, p. 145-156, AUG 23 2019. (17/09105-0, 18/21509-2, 15/50122-0)

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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. (15/50122-0)

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