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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 Inovação (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)

Articles published in Agência FAPESP Newsletter about the research grant:
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VEICULO: TITULO (DATA)
VEICULO: TITULO (DATA)

Scientific publications (268)
(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)
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, . (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, . (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, . (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, . (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, . (18/03211-6, 17/05521-0, 13/26598-0, 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, . (15/50122-0)
LIU, YANG; KURTHS, JUERGEN. Effects of network robustness on explosive synchronization. Physical Review E, v. 100, n. 1, . (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)
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)
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, . (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, . (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, . (15/50122-0)
LIMA, LOURIVAL; RUFFINO, PAULO; SOUZA, FRANCYS. Stochastic near-optimal control: additive, multiplicative, non-Markovian and applications. European Physical Journal-Special Topics, . (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, . (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, . (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, . (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, . (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, . (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, . (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, . (15/50122-0, 17/23417-5, 15/50686-1)
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)
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, . (14/50848-9, 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, . (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, . (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, . (15/07373-2, 14/14229-2, 11/50151-0, 15/50122-0)
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, . (15/25624-2, 15/50122-0)
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, . (15/50122-0, 14/16711-6)
PEREIRA, F. A. C.; HERNANDEZ, W. A.; TOUFEN, D. L.; GUIMARAES-FILHO, Z. O.; CALDAS, I. L.; GENTLE, K. W.. Burst temperature from conditional analysis in Texas Helimak and TCABR tokamak. Physics of Plasmas, v. 25, n. 4, . (14/07043-0, 15/50122-0, 11/19296-1)
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, 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, . (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, . (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)
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, . (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, . (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)
FIRPO, MARI ANDREA FELDMAN; GUIMARAES, BRUNO DOS SANTOS; DANTAS, LEYDSON GALVINCIO; DA SILVA, MARCELO GUATURA BARBOSA; ALVES, LINCOLN MUNIZ; CHADWICK, ROBIN; LLOPART, MARTA PEREIRA; DE OLIVEIRA, GILVAN SAMPAIO. Assessment of CMIP6 models' performance in simulating present-day climate in Brazil. FRONTIERS IN CLIMATE, v. 4, p. 27-pg., . (15/50122-0)
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)
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)
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, p. 6-pg., . (17/26439-0, 15/50122-0)
SINGH, M.; KRISHNAN, R.; GOSWAMI, B.; CHOUDHURY, A. D.; SWAPNA, P.; VELLORE, R.; PRAJEESH, A. G.; SANDEEP, N.; VENKATARAMAN, C.; DONNER, R., V; et al. Fingerprint of volcanic forcing on the ENSO-Indian monsoon coupling. SCIENCE ADVANCES, v. 6, n. 38, p. 11-pg., . (15/50122-0)
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, p. 9-pg., . (15/50122-0)
DEUSDARA-LEAL, KARINNE; MOHOR, GUILHERME SAMPROGNA; CUARTAS, LUZ ADRIANA; SELUCHI, MARCELO E.; MARENGO, JOSE A.; ZHANG, RONG; BROEDEL, ELISANGELA; AMORE, DIOGO DE JESUS; ALVALA, REGINA C. S.; CUNHA, ANA PAULA M. A.; et al. Trends and Climate Elasticity of Streamflow in South-Eastern Brazil Basins. WATER, v. 14, n. 14, p. 25-pg., . (15/03804-9, 14/50848-9, 15/50122-0)
YAN, JIANGLONG; LIU, WEIGUANG; ZHU, YU-TAO; LI, GEN; ZHENG, QIUSHENG; ZHAO, LIANG; BENITO, RM; CHERIFI, C; CHERIFI, H; MORO, E; et al. Classification of Dispersed Patterns of Radiographic Images with COVID-19 by Core-Periphery Network Modeling. COMPLEX NETWORKS & THEIR APPLICATIONS X, VOL 1, v. 1015, p. 11-pg., . (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, . (20/02415-7, 15/50122-0)
TERUYA, ANDRE S. W.; RAPHALDINI, BRENO; RAUPP, CARLOS F. M.. Ray Tracing of MHD Rossby Waves in the Solar Tachocline: Meridional Propagation and Implications for the Solar Magnetic Activity. FRONTIERS IN ASTRONOMY AND SPACE SCIENCES, v. 9, p. 10-pg., . (20/14162-6, 15/50686-1, 15/50122-0)
HANSEN, MATHEUS; PROTACHEVICZ, PAULO R.; IAROSZ, KELLY C.; CALDAS, IBERE L.; BATISTA, ANTONIO; MACAU, ELBERT E. N.. Dynamics of uncoupled and coupled neurons under an external pulsed current. CHAOS SOLITONS & FRACTALS, v. 155, p. 10-pg., . (18/03211-6, 20/04624-2, 19/09150-1, 15/50122-0)
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)
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, . (13/07375-0, 17/05831-9, 18/24260-5, 16/23698-1, 16/16291-2, 15/50122-0, 19/00157-3, 19/26283-5)
KOHLER, JAN; WUNDERLING, NICO; DONGES, JONATHAN F.; VOLLMER, JUERGEN. Complex networks of interacting stochastic tipping elements: Cooperativity of phase separation in the large-system limit. Physical Review E, v. 104, n. 4, . (15/50122-0)
GOUVEA, ALESSANDRA M. M. M.; VEGA-OLIVEROS, DIDIER A.; COTACALLAPA, MOSHE; FERREIRA, LEONARDO N.; MACAU, ELBERT E. N.; QUILES, MARCOS G.; GERVASI, O; MURGANTE, B; MISRA, S; GARAU, C; et al. Dynamic Community Detection into Analyzing of Wildfires Events. COMPUTATIONAL SCIENCE AND ITS APPLICATIONS - ICCSA 2020, PT I, v. 12249, p. 16-pg., . (16/16291-2, 19/26283-5, 17/05831-9, 19/00157-3, 15/50122-0, 16/23698-1, 16/23642-6)
RUV LEMES, MURILO; SAMPAIO, GILVAN; FISCH, GILBERTO; ALVES, LINCOLN MUNIZ; MAKSIC, JELENA; GUATURA, MARCELO; SHIMIZU, MARILIA. Impacts of atmospheric CO2 increase and Amazon deforestation on the regional climate: A water budget modelling study. INTERNATIONAL JOURNAL OF CLIMATOLOGY, v. N/A, p. 17-pg., . (14/50848-9, 15/50122-0)
FREITAS, VANDER L. S.; MACAU, ELBERT E. N.; VANDENHERIK, J; ROCHA, AP; FILIPE, J. Reactive Agent-based Model for Convergence of Autonomous Vehicles to Parallel Formations Heading to Predefined Directions of Motion. ICAART: PROCEEDINGS OF THE 9TH INTERNATIONAL CONFERENCE ON AGENTS AND ARTIFICIAL INTELLIGENCE, VOL 1, v. N/A, p. 8-pg., . (15/50122-0, 11/50151-0)
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, p. 15-pg., . (14/08481-0, 16/18825-4, 15/50122-0)
DE OLIVEIRA JUNIOR, LAERCIO; STELZER, FLORIAN; ZHAO, LIANG. Clustered and deep echo state networks for signal noise reduction. MACHINE LEARNING, v. 111, n. 8, p. 20-pg., . (15/50122-0, 19/07665-4)
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, . (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, . (17/20920-8, 15/07311-7, 15/50122-0, 15/05186-0, 11/19296-1)
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)
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, . (17/09105-0, 18/21509-2, 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, . (13/07375-0, 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, . (15/50122-0, 13/07375-0)
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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)
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