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Fenômenos dinâmicos em redes complexas: fundamentos e aplicações

Processo: 15/50122-0
Linha de fomento:Auxílio à Pesquisa - Temático
Vigência: 01 de dezembro de 2016 - 30 de junho de 2022
Área do conhecimento:Engenharias - Engenharia Elétrica - Eletrônica Industrial, Sistemas e Controles Eletrônicos
Convênio/Acordo: DFG
Pesquisador responsável:Elbert Einstein Nehrer Macau
Beneficiário:Elbert Einstein Nehrer Macau
Pesq. responsável no exterior: Jurgen Kurths
Instituição no exterior: Humboldt University, Alemanha
Instituição-sede: Instituto Nacional de Pesquisas Espaciais (INPE). Ministério da Ciência, Tecnologia e Inovações (Brasil). São José dos Campos , SP, Brasil
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
Auxílios(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 métodos 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: métodos 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 

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)

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Publicações científicas (178)
(Referências obtidas automaticamente do Web of Science e do SciELO, por meio da informação sobre o financiamento pela FAPESP e o número do processo correspondente, incluída na publicação pelos autores)
LUDESCHER, JOSEF; MARTIN, MARIA; BOERS, NIKLAS; BUNDE, ARMIN; CIEMER, CATRIN; FAN, JINGFANG; HAVLIN, SHLOMO; KRETSCHMER, MARLENE; KURTHS, JUERGEN; RUNGE, JAKOB; et al. etwork-based forecasting of climate phenomen. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, v. 118, n. 47, . (15/50122-0)
COLLIRI, TIAGO; ZHAO, LIANG. Stock market trend detection and automatic decision-making through a network-based classification model. NATURAL COMPUTING, v. 20, n. 4, SI, p. 791-804, . (15/50122-0, 13/07375-0, 19/07665-4)
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.; et al. Assessing drought in the drylands of northeast Brazil under regional warming exceeding 4 degrees C. NATURAL HAZARDS, v. 103, n. 2, p. 2589-2611, . (08/57719-9, 14/50848-9, 15/50122-0)
SANTOS, LAURITA DOS; CORREA, DEBORA C.; WALKER, DAVID M.; DE GODOY, MOACIR F.; MACAU, ELBERT E. N.; SMALL, MICHAEL. haracterisation of neonatal cardiac dynamics using ordinal partition networ. MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING, v. 60, n. 3, p. 829-842, . (18/03517-8, 15/50122-0)
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, . (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, . (15/50122-0)
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, . (15/50122-0, 20/02415-7)
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, . (15/50122-0, 17/13502-5, 16/23398-8, 15/07311-7, 17/18977-1, 17/20920-8, 20/04624-2, 11/19296-1)
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. 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, . (11/50151-0, 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, . (15/50122-0)
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, v. 230, n. 14-15, p. 2737-2744, . (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, . (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, . (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, . (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, . (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, . (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, . (15/50122-0, 20/04624-2)
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, v. 230, n. 14-15, . (15/50122-0, 17/05831-9)
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, . (15/50122-0, 14/50848-9, 15/03804-9)
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, . (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, . (15/02537-7, 15/50687-8, 17/03048-5, 17/07135-0, 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, . (11/50151-0, 18/06504-4, 15/50122-0)
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, . (11/50151-0, 15/50122-0)
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, . (16/12686-2, 16/19556-7, 15/50122-0, 16/24561-0)
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, . (13/07699-0, 15/50122-0, 17/07688-9, 18/20277-0, 17/05874-0, 13/25667-8)
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, . (16/02018-2, 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, . (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, . (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, . (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, . (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, . (19/26283-5, 19/00157-3, 15/50122-0, 13/07375-0, 18/24260-5, 16/16291-2, 16/23698-1, 17/05831-9)
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, . (18/03211-6, 17/05521-0, 13/26598-0, 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. Delayed feedback control of phase synchronisation in a neuronal network model. European Physical Journal-Special Topics, v. 227, n. 10-11, p. 1151-1160, . (17/18977-1, 15/50122-0, 16/23398-8, 11/19296-1, 17/13502-5, 17/20920-8, 15/07311-7)
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, . (17/18977-1, 15/50122-0, 16/23398-8, 11/19296-1, 17/13502-5, 17/20920-8, 15/07311-7)
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, . (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, . (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, . (17/26439-0, 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, . (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, . (18/21509-2, 17/09105-0, 15/50122-0)
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, . (15/50122-0, 13/07375-0)
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, . (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, . (15/50122-0, 13/25667-8, 13/07699-0)
YOUNG, LAI-SANG; RUSCHEL, STEFAN; YANCHUK, SERHIY; PEREIRA, TIAGO. Consequences of delays and imperfect implementation of isolation in epidemic control. SCIENTIFIC REPORTS, v. 9, . (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, . (11/50151-0, 15/50122-0)
LIU, YANG; KURTHS, JUERGEN. Effects of network robustness on explosive synchronization. Physical Review E, v. 100, n. 1, . (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, . (16/23698-1, 15/50122-0)
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, . (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, . (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, . (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)
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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, . (15/50122-0)
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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, . (15/50122-0)
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