Fenomenos dinamicos em redes complexas:fundamentos e aplicacoes. (fapesp-dfg)

• Processo: 15/50122-0
• Modalidade de apoio: Auxílio à Pesquisa - Temático
• Data de Início da vigência: 01 de dezembro de 2016
• Data de Término da vigência: 30 de junho de 2022
• Área do conhecimento: Engenharias - Engenharia Elétrica - Eletrônica Industrial, Sistemas e Controles Eletrônicos
• Acordo de Cooperação: DFG
• Pesquisador responsável: Elbert Einstein Nehrer Macau
• Beneficiário: Elbert Einstein Nehrer Macau
• Pesquisador Responsável no exterior: Jurgen Kurths
• Instituição Parceira no exterior: Humboldt University , Alemanha
• Instituição Sede: Instituto Nacional de Pesquisas Espaciais (INPE). São José dos Campos , SP, Brasil
• Município da Instituição Sede: São José dos Campos
• 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
• Auxílio(s) vinculado(s): 19/07988-8 - Uso de redes complexas para a caracterização das secas do Nordeste do Brasil, AV.EXT
• Bolsa(s) vinculada(s): 20/14162-6 - Influência da convecção úmida no problema do ajuste geostrófico no plano beta equatorial, BP.PD; 19/09150-1 - Efeito de tempo de atraso e plasticidade em sincronização neuronal, BP.PD; 19/15024-9 - Fluxo de Informação em Rede de Redes Neuronais: Oscilações, Criticalidade e Sinapses Elétricas, BP.PD; + mais bolsas vinculadas 19/14429-5 - Análise visual de redes cerebrais heterogêneas usando metodos multilíveis, BP.PD; 18/06205-7 - Vulnerabilidade Estocástica em Redes Complexas, BE.PQ; 17/18977-1 - Análise da Contribuição das Sinapses Elétricas na Sicronização Neuronal, BP.PD; 17/05831-9 - Análise da influência de índices climáticos sobre as queimadas em vegetação por meio de redes complexas e mineração de dados, BP.PD; 16/23642-6 - Caracterização de Redes Complexas Dinâmicas, BP.DR; 17/09105-0 - Ordenação de sufixos e medidas de similaridade entre cadeias, BP.PD; 16/23698-1 - Processos Dinâmicos em Aprendizado de Máquina baseados em Redes Complexas, BP.PD; 17/04552-9 - Sincronização e controle de rede de osciladores caóticos e aplicações ao controle de veículos autônomos móveis em deslocamento de formação, BP.DR; 16/23398-8 - Plasticidade Sináptica em Redes Neuronais com Atraso, BP.PD; 16/16291-2 - Caracterização de Redes Dinâmicas: Métdoos e Aplicações, BE.PQ; 14/14229-2 - Dinâmica não linear e caótica com distribuição espacial e sua caracterização via uso do enfoque de Redes Complexa, BP.PD; 14/07043-0 - Análise da Turbulência e da Propagação de Estruturas em Plasmas, BP.PD - menos bolsas vinculadas
• Assunto(s): Redes complexas Simulação por computador Climatologia Processos climáticos Interação do oceano com a atmosfera
• Palavra(s)-Chave do Pesquisador: Controle | Modelos Climaticos | Modelos Neuronais | Redes Complexas | Transporte Anomalo

Resumo

Esta proposta, que busca continuar a iniciativa de cooperação brasileiro-germânica atualmente em curso, tem por objetivo estudar os princípios e fundamentos da auto-organização em redes complexas mais gerais, onde a topologia não é simples e a complexidade é muito elaborada. Visando aplicações em situações atuais de interesse, pretende-se, por conseguinte, compreender o papel que a heterogeneidade da estrutura, os atrasos em múltiplas escalas de tempo e espaço e a estocasticidade têm na dinâmica da rede. Esses estudos teóricos estarão interconectados a investigações experimentais da dinâmica de redes naturais com complexidade crescente, partindo de sistemas que envolvem alguns osciladores, passando pela interação entre neurônios híbridos e agentes causadores de epidemias, chegando-se aos sistemas de distribuição inteligente de energia elétrica ("smart power-grids") e ao climático da Terra. (AU)

Publicações científicas

(283)

(As publicações científicas contidas nesta página são originárias da Web of Science ou da SciELO, cujos autores mencionaram números dos processos FAPESP concedidos a Pesquisadores Responsáveis e Beneficiários, sejam ou não autores das publicações. Sua coleta é automática e realizada diretamente naquelas bases bibliométricas)

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)

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)

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)

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)

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)

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. (17/24224-6, 17/04552-9, 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)

LIU, YANG; KURTHS, JUERGEN. Effects of network robustness on explosive synchronization. Physical Review E, v. 100, n. 1, JUL 25 2019. (15/50122-0)

AYRES FERRAZ, MARIANA SACRINI; KIHARA, ALEXANDRE HIROAKI. Hurst entropy: A method to determine predictability in a binary series based on a fractal-related process. Physical Review E, v. 99, n. 6, JUN 14 2019. (17/26439-0, 15/50122-0)

FRIEDHOFF, VICTOR NICOLAI; ANTUNES, GABRIELA; FALCKE, MARTIN; SIMOES DE SOUZA, FABIO M.. tochastic reaction-diffusion modeling of calcium dynamics in 3D dendritic spines of Purkinje cell. BIOPHYSICAL JOURNAL, v. 120, n. 11, p. 2112-2123, JUN 1 2021. (11/50151-0, 18/06504-4, 15/50122-0)

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

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. (15/50122-0)

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. (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)

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)

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)

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)

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; et al. . Climate Dynamics, v. 57, n. 5-6, SI, p. 1615-1628, SEP 2021. (11/50151-0, 15/50122-0)

PROTACHEVICZ, PAULO R.; IAROSZ, KELLY C.; CALDAS, IBERE L.; ANTONOPOULOS, CHRIS G.; BATISTA, ANTONIO M.; KURTHS, JURGEN. . FRONTIERS IN SYSTEMS NEUROSCIENCE, v. 14, NOV 30 2020. (15/50122-0, 20/04624-2)

RUV LEMES, MURILO; SAMPAIO, GILVAN; FISCH, GILBERTO; ALVES, LINCOLN MUNIZ; MAKSIC, JELENA; GUATURA, MARCELO; SHIMIZU, MARILIA. . INTERNATIONAL JOURNAL OF CLIMATOLOGY, v. N/A, p. 17-pg., 2022-12-07. (14/50848-9, 15/50122-0)

DRUEKE, MARKUS; SAKSCHEWSKI, BORIS; VON BLOH, WERNER; BILLING, MAIK; LUCHT, WOLFGANG; THONICKE, KIRSTEN. . COMMUNICATIONS EARTH & ENVIRONMENT, v. 4, n. 1, p. 10-pg., 2023-07-11. (15/50122-0)

BAUMANN, FABIAN; LORENZ-SPREEN, PHILIPP; SOKOLOV, IGOR M.; STARNINI, MICHELE. . PHYSICAL REVIEW X, v. 11, n. 1, JAN 20 2021. (15/50122-0)

WUNDERLING, NICO; GELBRECHT, MAXIMILIAN; WINKELMANN, RICARDA; KURTHS, JURGEN; DONGES, JONATHAN F.. . NEW JOURNAL OF PHYSICS, v. 22, n. 12, DEC 2020. (15/50122-0)

TERUYA, ANDRE S. W.; RAPHALDINI, BRENO; RAUPP, CARLOS F. M.. . FRONTIERS IN ASTRONOMY AND SPACE SCIENCES, v. 9, p. 10-pg., 2022-05-05. (20/14162-6, 15/50686-1, 15/50122-0)

FREITAS, VANDER L. S.; MACAU, ELBERT E. N.; VANDENHERIK, J; ROCHA, AP; FILIPE, J. . ICAART: PROCEEDINGS OF THE 9TH INTERNATIONAL CONFERENCE ON AGENTS AND ARTIFICIAL INTELLIGENCE, VOL 1, v. N/A, p. 8-pg., 2017-01-01. (15/50122-0, 11/50151-0)

ANTUNES, GABRIELA; FARIA DA SILVA, SAMUEL F.; SIMOES DE SOUZA, FABIO M.. . International Journal of Neural Systems, v. 28, n. 5, p. 15-pg., 2018-06-01. (14/08481-0, 16/18825-4, 15/50122-0)

DE OLIVEIRA JUNIOR, LAERCIO; STELZER, FLORIAN; ZHAO, LIANG. . MACHINE LEARNING, v. 111, n. 8, p. 20-pg., 2022-03-11. (15/50122-0, 19/07665-4)

RONGE, ROBERT; ZAKS, MICHAEL A.. . PHYSICAL REVIEW E, v. 103, n. 1, p. 14-pg., 2021-01-07. (15/50122-0)

YANCHUK, SERHIY; ROQUE, ANTONIO C.; MACAU, ELBERT E. N.; KURTHS, JURGEN. . European Physical Journal-Special Topics, v. 230, n. 14-15, p. 6-pg., 2021-09-29. (15/50122-0)

DA COSTA, DIOGO RICARDO; ROCHA, JULIA G. S.; DE PAIVA, LUAM S.; MEDRANO-T, RENE O.. . CHAOS SOLITONS & FRACTALS, v. 144, MAR 2021. (20/02415-7, 15/50122-0)

LAMEU, EWANDSON L.; BORGES, FERNANDO S.; LAROSZ, KELLY C.; PROTACHEVICZ, PAULO R.; ANTONOPOULOS, CHRIS G.; MACAU, ELBERT E. N.; BATISTA, ANTONIO M.. . COMMUNICATIONS IN NONLINEAR SCIENCE AND NUMERICAL SIMULATION, v. 96, MAY 2021. (15/50122-0, 17/13502-5, 16/23398-8, 15/07311-7, 17/18977-1, 17/20920-8, 20/04624-2, 11/19296-1)

STELZER, FLORIAN; ROEHM, ANDRE; LUEDGE, KATHY; YANCHUK, SERHIY. . NEURAL NETWORKS, v. 124, p. 158-169, APR 2020. (15/50122-0)

PENA, RODRIGO F. O.; LIMA, VINICIUS; O. SHIMOURA, RENAN; PAULO NOVATO, JOAO; ROQUE, ANTONIO C.. . 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)

TINOS, RENATO; ZHAO, LIANG; CHICANO, FRANCISCO; WHITLEY, DARRELL. . 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. . DISCRETE AND CONTINUOUS DYNAMICAL SYSTEMS-SERIES B, v. 23, n. 8, p. 3461-3482, OCT 2018. (15/50122-0)

PRADO, THIAGO DE LIMA; MACAU, ELBERT EINSTEIN NEHRER; LOPES, SERGIO ROBERTO. . 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.. . 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.. . 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. . 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.. . 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. . NONLINEAR DYNAMICS, v. 102, n. 4, p. 2859-2874, DEC 2020. (15/50122-0)

ANGHINONI, LEANDRO; ZHAO, LIANG; JI, DONGHONG; PAN, HENG. . NEURAL NETWORKS, v. 117, p. 295-306, SEP 2019. (16/23698-1, 15/50122-0)

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. . 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.. . 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.. . FRONTIERS IN NEUROSCIENCE, v. 12, DEC 13 2018. (15/50122-0)

GELBRECHT, MAXIMILIAN; BOERS, NIKLAS; KURTHS, JUERGEN. . SCIENCE ADVANCES, v. 4, n. 12, DEC 2018. (15/50122-0)

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

BURTON, CHANTELLE; BETTS, RICHARD A.; JONES, CHRIS D.; FELDPAUSCH, TED R.; CARDOSO, MANOEL; ANDERSON, LIANA O.. . Frontiers in Earth Science, v. 8, JUN 10 2020. (16/02018-2, 15/50122-0)

MENDES, RODOLFO M.; DE ANDRADE, MARCIO ROBERTO M.; TOMASELLA, JAVIER; DE MORAES, MARCIO AUGUSTO E.; SCOFIELD, GRAZIELA B.. . NATURAL HAZARDS AND EARTH SYSTEM SCIENCES, v. 18, n. 1, p. 15-30, JAN 3 2018. (14/50848-9, 15/50122-0)

PEREIRA, F. A. C.; HERNANDEZ, W. A.; TOUFEN, D. L.; GUIMARAES-FILHO, Z. O.; CALDAS, I. L.; GENTLE, K. W.. . Physics of Plasmas, v. 25, n. 4, APR 2018. (14/07043-0, 15/50122-0, 11/19296-1)

BAUMANN, FABIAN; LORENZ-SPREEN, PHILIPP; SOKOLOV, IGOR M.; STARNINI, MICHELE. . Physical Review Letters, v. 124, n. 4, JAN 27 2020. (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.. . 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. . 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. . Chaos, v. 28, n. 8, AUG 2018. (17/20920-8, 15/07311-7, 15/50122-0, 15/05186-0, 11/19296-1)

FERREIRA, MARIA TEODORA; FOLLMANN, ROSANGELA; DOMINGUES, MARGARETE O.; MACAU, ELBERT E. N.; KISS, ISTVAN Z.. . Chaos, v. 27, n. 8, AUG 2017. (15/25624-2, 15/50122-0)

AYRES FERRAZ, MARIANA SACRINI; CARDEAL MELO-SILVA, HIAGO LUCAS; KIHARA, ALEXANDRE HIROAKI. . PLoS One, v. 12, n. 9, SEP 18 2017. (15/50122-0, 14/16711-6)

YOUNG, LAI-SANG; RUSCHEL, STEFAN; YANCHUK, SERHIY; PEREIRA, TIAGO. . 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. . ECOLOGICAL ECONOMICS, v. 159, p. 198-211, MAY 2019. (11/50151-0, 15/50122-0)

PROTACHEVICZ, P. R.; BORGES, R. R.; REIS, A. S.; BORGES, F. S.; IAROSZ, K. C.; CALDAS, I. L.; LAMEU, E. L.; MACAU, E. E. N.; VIANA, R. L.; SOKOLOV, I. M.; et al. . Physiological Measurement, v. 39, n. 7, JUL 2018. (15/50122-0, 16/23398-8, 11/19296-1, 17/20920-8, 15/07311-7, 17/13502-5, 17/18977-1)

CARNEIRO, MURILLO GUIMARAES; ZHAO, LIANG. . IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, v. 29, n. 8, p. 3361-3373, AUG 2018. (13/07375-0, 12/07926-3, 15/50122-0)

SORI, ROGERT; MARENGO, JOSE A.; NIETO, RAQUEL; DRUMOND, ANITA; GIMENO, LUIS. . WATER, v. 10, n. 6, JUN 2018. (14/50848-9, 15/50122-0)

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