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Dynamical phenomena in complex networks: fundamentals and applications

Grant number: 11/50151-0
Support Opportunities:Research Projects - Thematic Grants
Duration: December 01, 2011 - November 30, 2016
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 ; Zhao Liang
Pesquisadores principais:
( Antigos )
Paulo Regis Caron Ruffino
Associated grant(s):15/17005-0 - Synchronization in networks of chaotic oscillators, AV.EXT
13/23415-1 - Complex network approaches for climate data analysis, AV.EXT
13/09567-3 - SIAM Conference on Applications of Dynamical Systems, AR.EXT
Associated scholarship(s):15/23487-8 - Transitions in coupled non-stationary complex systems with minimal perturbation, BP.PD
15/02230-9 - Random perturbations and Statistical Properties of dynamical systems, BP.PD
13/25667-8 - Mechanisms of propagation of epileptiform activity in a large-scale cortical model, BP.DD
+ associated scholarships 13/09013-8 - Electrocommunication in Gymnotus carapo: a study of biological complexity through a real-time interface between computational models and living nervous systems, BP.DD
12/03992-1 - Dynamics and geometry of stochastic flows, BE.PQ
12/08355-0 - Real time control of aquarium light using electric discharge patterns of Gymnotus carapo fish, BP.IC - associated scholarships

Abstract

During the last decade, networks with complex topology have become a very powerful approach for understanding large complex systems in various fields of applications ranging from Neuroscience, via Engineering to Sociology and Economy. So far, most studies have concentrated on fixed topology, i.e. were strongly restricted in their applicability. Therefore, we study in this project principles of self-organization in evolving complex networks. To bring them closer to various applications, we will investigate in addition the influence of heterogeneity in the network structure, multiscale time delays and stochasticity. 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 Amazonia. 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). (AU)

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Scientific publications (143)
(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)
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, v. 230, n. 14-15, p. 2963-2972, . (17/18977-1, 11/50151-0, 13/25667-8, 17/07688-9, 18/20277-0, 16/03855-5, 19/14962-5, 13/07699-0, 15/50122-0)
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, v. 230, n. 14-15, p. 2951-2961, . (11/50151-0, 13/07699-0, 13/25667-8, 15/50122-0)
CARNEIRO, MURILLO G.; ZHAO, LIANG; CHENG, RAN; JIN, YAOCHU; IEEE. Network Structural Optimization Based on Swarm Intelligence for Highlevel Classification. 2016 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), v. N/A, p. 8-pg., . (13/07375-0, 11/50151-0, 12/07926-3)
KROMER, JUSTUS A.. Noise-induced dynamics of coupled excitable systems with slow positive feedback. European Physical Journal-Special Topics, . (11/50151-0)
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. Assessing changes in the atmospheric water budget as drivers for precipitation change over two CORDEX-CORE domains. Climate Dynamics, . (11/50151-0, 15/50122-0)
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, . (11/50151-0, 14/14229-2, 15/07373-2, 15/50122-0)
WOLF, FREDERIK; BAUER, JUREK; BOERS, NIKLAS; DONNER, V, REIK. Event synchrony measures for functional climate network analysis: A case study on South American rainfall dynamics. Chaos, v. 30, n. 3, . (11/50151-0)
CANO-CRESPO, ANA; TRAXL, DOMINIK; THONICKE, KIRSTEN. Spatio-temporal patterns of extreme fires in Amazonian forests. European Physical Journal-Special Topics, . (11/50151-0)
WOLF, FREDERIK; KIRSCH, CATRIN; DONNER, REIK, V. Edge directionality properties in complex spherical networks. PHYSICAL REVIEW E, v. 99, n. 1, p. 11-pg., . (11/50151-0)
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. 12-pg., . (15/50122-0, 11/50151-0, 18/06504-4)
CARNEIRO, MURILLO G.; ROSA, JOAO L. G.; ZHENG, QIUSHENG; LIU, XIAOMING; ZHAO, LIANG; LIU, Y; ZHAO, L; CAI, G; XIAO, G; LI, KL; et al. Improving Semantic Role Labeling Using High-Level Classification in Complex Networks. 2017 13TH INTERNATIONAL CONFERENCE ON NATURAL COMPUTATION, FUZZY SYSTEMS AND KNOWLEDGE DISCOVERY (ICNC-FSKD), v. N/A, p. 7-pg., . (13/07375-0, 11/50151-0, 12/07926-3)
RUFFINO, PAULO R.. A sampling theorem for rotation numbers of linear processes in R-2 (Vol 8, pg 175, 2000). RANDOM OPERATORS AND STOCHASTIC EQUATIONS, v. 22, n. 4, p. 2-pg., . (12/03992-1, 11/50151-0)
CARNEIRO, MURILLO G.; CUPERTINO, THIAGO H.; CHENG, RAN; JIN, YAOCHU; ZHAO, LIANG; IEEE. Nature-Inspired Graph Optimization for Dimensionality Reduction. 2017 IEEE 29TH INTERNATIONAL CONFERENCE ON TOOLS WITH ARTIFICIAL INTELLIGENCE (ICTAI 2017), v. N/A, p. 7-pg., . (11/50151-0, 12/07926-3, 13/07375-0)
HART, JOSEPH D.; PADE, JAN PHILIPP; PEREIRA, TIAGO; MURPHY, THOMAS E.; ROY, RAJARSHI. Adding connections can hinder network synchronization of time-delayed oscillators. Physical Review E, v. 92, n. 2, p. 8-pg., . (11/50151-0)
FREITAS, CELSO; MACAU, ELBERT; VIANA, RICARDO LUIZ. Synchronization versus neighborhood similarity in complex networks of nonidentical oscillators. Physical Review E, v. 92, n. 3, p. 5-pg., . (11/50151-0)
OLIVEIRA DA SILVA, FABIO ALESSANDRO; ZHAO, LIANG. A Network of Neural Oscillators for Fractal Pattern Recognition. NEURAL PROCESSING LETTERS, v. 44, n. 1, p. 11-pg., . (11/50151-0, 13/07375-0)
SANTANA, S. H. S.; DE MELO, C. F.; MACAU, E. E. N.; WINTER, O. C.. Exploring the Moon gravity to escape from the Earth-Moon system. COMPUTATIONAL & APPLIED MATHEMATICS, v. 35, n. 3, p. 10-pg., . (11/50151-0, 11/08171-3)
MELO, ALISON M.; MORGADO, LEANDRO B.; RUFFINO, PAULO R.. DECOMPOSITION OF STOCHASTIC FLOWS GENERATED BY STRATONOVICH SDES WITH JUMPS. DISCRETE AND CONTINUOUS DYNAMICAL SYSTEMS-SERIES B, v. 21, n. 9, p. 10-pg., . (15/07278-0, 12/18780-0, 11/14797-2, 11/50151-0)
VLASOV, VLADIMIR; PIKOVSKY, ARKADY; MACAU, ELBERT E. N.. Star-type oscillatory networks with generic Kuramoto-type coupling: A model for "Japanese drums synchrony". Chaos, v. 25, n. 12, p. 13-pg., . (11/50151-0)
CATUOGNO, PEDRO J.; LEDESMA, DIEGO S.; RUFFINO, PAULO R.. FOLIATED STOCHASTIC CALCULUS: HARMONIC MEASURES. TRANSACTIONS OF THE AMERICAN MATHEMATICAL SOCIETY, v. 368, n. 1, p. 17-pg., . (12/18780-0, 11/50151-0)
KROMER, JUSTUS A.; SCHIMANSKY-GEIER, LUTZ; NEIMAN, ALEXANDER B.. Emergence and coherence of oscillations in star networks of stochastic excitable elements. PHYSICAL REVIEW E, v. 93, n. 4, p. 11-pg., . (11/50151-0)
VLASOV, VLADIMIR; ZOU, YONG; PEREIRA, TIAGO. Explosive synchronization is discontinuous. Physical Review E, v. 92, n. 1, p. 5-pg., . (11/50151-0)
MELO, ALISON M.; MORGADO, LEANDRO; RUFFINO, PAULO R.. Topology of Foliations and Decomposition of Stochastic Flows of Diffeomorphisms. Journal of Dynamics and Differential Equations, v. 30, n. 1, p. 39-54, . (11/50151-0, 11/14797-2, 12/18780-0)
KINJO, ERIKA REIME; ROYERO RODRIGUEZ, PEDRO XAVIER; DOS SANTOS, BIANCA ARAUJO; VILAR HIGA, GUILHERME SHIGUETO; AYRES FERRAZ, MARIANA SACRINI; SCHMELTZER, CHRISTIAN; RUDIGER, STEN; KIHARA, ALEXANDRE HIROAKI. New Insights on Temporal Lobe Epilepsy Based on Plasticity-Related Network Changes and High-Order Statistics. Molecular Neurobiology, v. 55, n. 5, p. 3990-3998, . (11/50151-0, 15/50122-0, 14/16711-6)
WOLF, FREDERIK; KIRSCH, CATRIN; DONNER, V, REIK. Edge directionality properties in complex spherical networks. Physical Review E, v. 99, n. 1, . (11/50151-0)
GELBRECHT, MAXIMILIAN; BOERS, NIKLAS; KURTHS, JUERGEN. A complex network representation of wind flows. Chaos, v. 27, n. 3, . (11/50151-0)
CATUOGNO, PEDRO J.; LEDESMA, DIEGO S.; RUFFINO, PAULO R.. Harmonic measures in embedded foliated manifolds. Stochastics and Dynamics, v. 17, n. 4, . (15/07278-0, 11/50151-0)
FRANOVIC, IGOR; KOSTIC, SRDJAN; PERC, MATJAZ; KLINSHOV, VLADIMIR; NEKORKIN, VLADIMIR; KURTHS, JUERGEN. Phase response curves for models of earthquake fault dynamics. Chaos, v. 26, n. 6, . (11/50151-0)
TRAXL, DOMINIK; BOERS, NIKLAS; KURTHS, JUERGEN. Deep graphs-A general framework to represent and analyze heterogeneous complex systems across scales. Chaos, v. 26, n. 6, . (11/50151-0)
RUFFINO, PAULO R.; MORGADO, LEANDRO. Geometry of stochastic delay differential equations with jumps in manifolds. Electronic Communications in Probability, v. 21, . (11/50151-0, 12/18780-0)
VLASOV, VLADIMIR; ROSENBLUM, MICHAEL; PIKOVSKY, ARKADY. Dynamics of weakly inhomogeneous oscillator populations: perturbation theory on top of Watanabe-Strogatz integrability. Journal of Physics A-Mathematical and Theoretical, v. 49, n. 31, . (11/50151-0)
OLIVEIRA DA SILVA, FABIO ALESSANDRO; ZHAO, LIANG. A Network of Neural Oscillators for Fractal Pattern Recognition. NEURAL PROCESSING LETTERS, v. 44, n. 1, SI, p. 149-159, . (11/50151-0, 13/07375-0)
RUAN, YIJING; DONNER, REIK V.; GUAN, SHUGUANG; ZOU, YONG. Ordinal partition transition network based complexity measures for inferring coupling direction and delay from time series. Chaos, v. 29, n. 4, . (11/50151-0)
MITRA, CHIRANJIT; CHOUDHARY, ANSHUL; SINHA, SUDESHNA; KURTHS, JUERGEN; DONNER, REIK V.. Multiple-node basin stability in complex dynamical networks. Physical Review E, v. 95, n. 3, . (11/50151-0)
MITRA, CHIRANJIT; KURTHS, JUERGEN; DONNER, REIK V.. Rewiring hierarchical scale-free networks: Influence on synchronizability and topology. EPL, v. 119, n. 3, . (11/50151-0)
UNNI, VISHNU R.; KRISHNAN, ABIN; MANIKANDAN, R.; GEORGE, NITIN B.; SUJITH, R. I.; MARWAN, NORBERT; KURTHS, JUERGEN. On the emergence of critical regions at the onset of thermoacoustic instability in a turbulent combustor. Chaos, v. 28, n. 6, . (11/50151-0)
LAMEU, EWANDSON L.; BORGES, FERNANDO S.; BORGES, RAFAEL R.; IAROSZ, KELLY C.; CALDAS, IBERE L.; BATISTA, ANTONIO M.; VIANA, RICARDO L.; KURTHS, JUERGEN. Suppression of phase synchronisation in network based on cat's brain. Chaos, v. 26, n. 4, . (15/07311-7, 11/50151-0, 11/19296-1)
MELO, ALISON M.; MORGADO, LEANDRO B.; RUFFINO, PAULO R.. DECOMPOSITION OF STOCHASTIC FLOWS GENERATED BY STRATONOVICH SDES WITH JUMPS. DISCRETE AND CONTINUOUS DYNAMICAL SYSTEMS-SERIES B, v. 21, n. 9, SI, p. 3209-3218, . (11/50151-0, 15/07278-0, 11/14797-2, 12/18780-0)
KITTEL, TIM; HEITZIG, JOBST; WEBSTER, KEVIN; KURTHS, JUERGEN. Timing of transients: quantifying reaching times and transient behavior in complex systems. NEW JOURNAL OF PHYSICS, v. 19, . (11/50151-0)
VLASOV, VLADIMIR; ZOU, YONG; PEREIRA, TIAGO. Explosive synchronization is discontinuous. Physical Review E, v. 92, n. 1, . (11/50151-0)
STAAL, ARIE; TUINENBURG, OBBE A.; BOSMANS, JOYCE H. C.; HOLMGREN, MILENA; VAN NES, EGBERT H.; SCHEFFER, MARTEN; ZEMP, DELPHINE CLARA; DEKKER, STEFAN C.. Forest-rainfall cascades buffer against drought across the Amazon. NATURE CLIMATE CHANGE, v. 8, n. 6, p. 539+, . (11/50151-0)
BOERS, NIKLAS; MARWAN, NORBERT; BARBOSA, HENRIQUE M. J.; KURTHS, JUERGEN. A deforestation-induced tipping point for the South American monsoon system. SCIENTIFIC REPORTS, v. 7, . (11/50151-0, 13/50510-5)
ZEMP, DELPHINE CLARA; SCHLEUSSNER, CARL-FRIEDRICH; BARBOSA, HENRIQUE M. J.; HIROTA, MARINA; MONTADE, VINCENT; SAMPAIO, GILVAN; STAAL, ARIE; WANG-ERLANDSSON, LAN; RAMMIG, ANJA. Self-amplified Amazon forest loss due to vegetation-atmosphere feedbacks. NATURE COMMUNICATIONS, v. 8, . (13/50510-5, 11/50151-0)
ZOU, YONG; MACAU, ELBERT E. N.; SAMPAIO, GILVAN; RAMOS, ANTNIO M. T.; KURTHS, JUERGEN. Do the recent severe droughts in the Amazonia have the same period of length?. Climate Dynamics, v. 46, n. 9-10, p. 3279-3285, . (11/50151-0)
SALAZAR, F. J. T.; MASDEMONT, J. J.; GOMEZ, G.; MACAU, E. E.; WINTER, O. C.. Zero, minimum and maximum relative radial acceleration for planar formation flight dynamics near triangular libration points in the Earth-Moon system. Advances in Space Research, v. 54, n. 9, p. 1838-1857, . (11/08171-3, 08/06066-5, 11/50151-0, 13/03233-6)
BOERS, N.; BOOKHAGEN, B.; BARBOSA, H. M. J.; MARWAN, N.; KURTHS, J.; MARENGO, J. A.. Prediction of extreme floods in the eastern Central Andes based on a complex networks approach. NATURE COMMUNICATIONS, v. 5, . (13/50538-7, 13/50510-5, 08/58161-1, 11/50151-0)
HOEFNER, MICHAEL; KOBIN, BJOERN; HECHT, STEFAN; HENNEBERGER, FRITZ. Strong Coupling and Laser Action of Ladder-Type Oligo(p-phenylene)s in a Microcavity. ChemPhysChem, v. 15, n. 17, p. 3805-3808, . (11/50151-0)
FELDHOFF, JAN H.; LANGE, STEFAN; VOLKHOLZ, JAN; DONGES, JONATHAN F.; KURTHS, JUERGEN; GERSTENGARBE, FRIEDRICH-WILHELM. Complex networks for climate model evaluation with application to statistical versus dynamical modeling of South American climate. Climate Dynamics, v. 44, n. 5-6, p. 1567-1581, . (11/50151-0)
ZEMP, D. C.; SCHLEUSSNER, C. F.; BARBOSA, H. M. J.; VAN DER ENT, R. J.; DONGES, J. F.; HEINKE, J.; SAMPAIO, G.; RAMMIG, A.. On the importance of cascading moisture recycling in South America. Atmospheric Chemistry and Physics, v. 14, n. 23, p. 13337-13359, . (11/50151-0)
GOSWAMI, BEDARTHA; SHEKATKAR, SNEHAL M.; RHEINWALT, ALJOSCHA; AMBIKA, G.; KURTHS, JUERGEN. A random interacting network model for complex networks. SCIENTIFIC REPORTS, v. 5, . (11/50151-0)
VLASOV, VLADIMIR; PIKOVSKY, ARKADY; MACAU, ELBERT E. N.. Star-type oscillatory networks with generic Kuramoto-type coupling: A model for ``Japanese drums synchrony{''}. Chaos, v. 25, n. 12, . (11/50151-0)
RODRIGUES, CHRISTIAN S.; RUFFINO, PAULO R. C.. A family of rotation numbers for discrete random dynamics on the circle. Stochastics and Dynamics, v. 15, n. 3, . (11/50151-0, 12/18780-0)
SALAZAR, F. J. T.; MACAU, E. E. N.; WINTER, O. C.. Chaotic Dynamics in a Low-Energy Transfer Strategy to the Equilateral Equilibrium Points in the Earth-Moon System. INTERNATIONAL JOURNAL OF BIFURCATION AND CHAOS, v. 25, n. 5, . (11/08171-3, 08/06066-5, 11/50151-0, 13/03233-6)
SALAZAR, F. J. T.; WINTER, O. C.; MACAU, E. E.; MASDEMONT, J. J.; GOMEZ, G.. Natural formations at the Earth-Moon triangular point in perturbed restricted problems. Advances in Space Research, v. 56, n. 1, p. 144-162, . (11/08171-3, 08/06066-5, 11/50151-0, 13/03233-6)
FOLLMANN, ROSANGELA; MACAU, ELBERT E. N.; ROSA, JR., EPAMINONDAS; PIQUEIRA, JOSE R. C.. Phase Oscillatory Network and Visual Pattern Recognition. IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, v. 26, n. 7, p. 1539-1544, . (11/50151-0, 11/13871-4)
ZEMP, D. C.; WIEDERMANN, M.; KURTHS, J.; RAMMIG, A.; DONGES, J. F.. Node-weighted measures for complex networks with directed and weighted edges for studying continental moisture recycling. EPL, v. 107, n. 5, . (11/50151-0)
KROMER, JUSTUS; KHALEDI-NASAB, ALI; SCHIMANSKY-GEIER, LUTZ; NEIMAN, ALEXANDER B.. Emergent stochastic oscillations and signal detection in tree networks of excitable elements. SCIENTIFIC REPORTS, v. 7, . (11/50151-0)
FERREIRA, MARIA TEODORA; NOBREGA FREITAS, CELSO BERNARDO; DOMINGUES, MARGARETE O.; MACAU, ELBERT E. N.. The discrete complex wavelet approach to phase assignment and a new test bed for related methods. Chaos, v. 25, n. 1, . (11/50151-0)
VLASOV, VLADIMIR; KOMAROV, MAXIM; PIKOVSKY, ARKADY. Synchronization transitions in ensembles of noisy oscillators with bi-harmonic coupling. Journal of Physics A-Mathematical and Theoretical, v. 48, n. 10, . (11/50151-0)
CANO-CRESPO, ANA; OLIVEIRA, PAULO J. C.; BOIT, ALICE; CARDOSO, MANOEL; THONICKE, KIRSTEN. Forest edge burning in the Brazilian Amazon promoted by escaping fires from managed pastures. JOURNAL OF GEOPHYSICAL RESEARCH-BIOGEOSCIENCES, v. 120, n. 10, p. 2095-2107, . (11/50151-0)
RHEINWALT, ALJOSCHA; BOERS, NIKLAS; MARWAN, NORBERT; KURTHS, JUERGEN; HOFFMANN, PETER; GERSTENGARBE, FRIEDRICH-WILHELM; WERNER, PETER. Non-linear time series analysis of precipitation events using regional climate networks for Germany. Climate Dynamics, v. 46, n. 3-4, p. 1065-1074, . (11/50151-0)
BOERS, NIKLAS; BOOKHAGEN, BODO; MARWAN, NORBERT; KURTHS, JUERGEN. Spatiotemporal characteristics and synchronization of extreme rainfall in South America with focus on the Andes Mountain range. Climate Dynamics, v. 46, n. 1-2, p. 601-617, . (11/50151-0)
TRAXL, D.; BOERS, N.; RHEINWALT, A.; GOSWAMI, B.; KURTHS, J.. The size distribution of spatiotemporal extreme rainfall clusters around the globe. Geophysical Research Letters, v. 43, n. 18, p. 9939-9947, . (11/50151-0)
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, . (11/50151-0, 15/50122-0)
KITTEL, TIM; MUELLER-HANSEN, FINN; KOCH, REBEKKA; HEITZIG, JOBST; DEFFUANT, GUILLAUME; MATHIAS, JEAN-DENIS; KURTHS, JUERGEN. From lakes and glades to viability algorithms: automatic classification of system states according to the topology of sustainable management. European Physical Journal-Special Topics, v. 230, n. 14-15, . (11/50151-0)
WOLF, FREDERIK; OZTURK, UGUR; CHEUNG, KEVIN; DONNER, V, REIK. Spatiotemporal patterns of synchronous heavy rainfall events in East Asia during the Baiu season. EARTH SYSTEM DYNAMICS, v. 12, n. 1, p. 295-312, . (11/50151-0)
GOSWAMI, BEDARTHA; BOERS, NIKLAS; RHEINWALT, ALJOSCHA; MARWAN, NORBERT; HEITZIG, JOBST; BREITENBACH, SEBASTIAN F. M.; KURTHS, JUERGEN. Abrupt transitions in time series with uncertainties. NATURE COMMUNICATIONS, v. 9, . (11/50151-0)
SANTOS, M. S.; SZEZECH, J. D.; BORGES, F. S.; IAROSZ, K. C.; CALDAS, I. L.; BATISTA, A. M.; VIANA, R. L.; KURTHS, J.. Chimera-like states in a neuronal network model of the cat brain. CHAOS SOLITONS & FRACTALS, v. 101, p. 86-91, . (16/16148-5, 15/07311-7, 11/50151-0, 11/19296-1)
ZEMP, D. C.; SCHLEUSSNER, C. -F.; BARBOSA, H. M. J.; RAMMIG, A.. Deforestation effects on Amazon forest resilience. Geophysical Research Letters, v. 44, n. 12, p. 6182-6190, . (13/50510-5, 11/50151-0)
HART, JOSEPH D.; PADE, JAN PHILIPP; PEREIRA, TIAGO; MURPHY, THOMAS E.; ROY, RAJARSHI. Adding connections can hinder network synchronization of time-delayed oscillators. Physical Review E, v. 92, n. 2, . (11/50151-0)
FREITAS, CELSO; MACAU, ELBERT; VIANA, RICARDO LUIZ. Synchronization versus neighborhood similarity in complex networks of nonidentical oscillators. Physical Review E, v. 92, n. 3, . (11/50151-0)
MITRA, CHIRANJIT; KITTEL, TIM; CHOUDHARY, ANSHUL; KURTHS, JUERGEN; DONNER, REIK V.. Recovery time after localized perturbations in complex dynamical networks. NEW JOURNAL OF PHYSICS, v. 19, . (11/50151-0)
VLASOV, VLADIMIR; MACAU, ELBERT E. N.; PIKOVSKY, ARKADY. Synchronization of oscillators in a Kuramoto-type model with generic coupling. Chaos, v. 24, n. 2, . (11/50151-0)
GRZYBOWSKI, J. M. V.; MACAU, E. E. N.; YONEYAMA, T.. Isochronal synchronization in networks and chaos-based TDMA communication. European Physical Journal-Special Topics, v. 223, n. 8, p. 1447-1463, . (11/50151-0)
FREITAS, CELSO; MACAU, ELBERT; PIKOVSKY, ARKADY. Partial synchronization in networks of non-linearly coupled oscillators: The Deserter Hubs Model. Chaos, v. 25, n. 4, . (11/50151-0)
MORGADO, LEANDRO; RUFFINO, PAULO R.. Extension of time for decomposition of stochastic flows in spaces with complementary foliations. Electronic Communications in Probability, v. 20, p. 1-9, . (12/18780-0, 11/14797-2, 11/50151-0)
LIANG, XIAOMING; YANCHUK, SERHIY; ZHAO, LIANG. Gating-signal propagation by a feed-forward neural motif. Physical Review E, v. 88, n. 1, . (11/50151-0)
LIANG, XIAOMING; ZHAO, LIANG; LIU, ZONGHUA. Optimal signal amplification in weighted scale-free networks. Chaos, v. 22, n. 2, . (11/03631-6, 11/50151-0)
LIANG, X. M.; ZHAO, L.; LIU, Z. H.. Signal amplification of active rotators with phase-shifted coupling. European Physical Journal B, v. 85, n. 6, . (11/03631-6, 11/50151-0)
LIANG, XIAOMING; ZHAO, LIANG. Phase-disorder-induced firing activity in excitable neuronal networks with attractive and repulsive coupling. NEURAL NETWORKS, v. 35, p. 40-45, . (11/50151-0)
MAIA, DANIEL M. N.; MACAU, ELBERT E. N.; PEREIRA, TIAGO. Persistence of Network Synchronization under Nonidentical Coupling Functions. SIAM JOURNAL ON APPLIED DYNAMICAL SYSTEMS, v. 15, n. 3, p. 1563-1580, . (15/08958-4, 11/50151-0)
SANTANA, S. H. S.; DE MELO, C. F.; MACAU, E. E. N.; WINTER, O. C.. Exploring the Moon gravity to escape from the Earth-Moon system. COMPUTATIONAL & APPLIED MATHEMATICS, v. 35, n. 3, p. 701-710, . (11/50151-0, 11/08171-3)
TURCI, L. F. R.; DE LELLIS, P.; MACAU, E. E. N.; DI BERNARDO, M.; SIMOES, M. M. R.. Adaptive pinning control: A review of the fully decentralized strategy and its extensions. European Physical Journal-Special Topics, v. 223, n. 13, p. 2649-2664, . (11/50151-0)
TRAXL, DOMINIK; BOERS, NIKLAS; KURTHS, JUERGEN. General scaling of maximum degree of synchronization in noisy complex networks. NEW JOURNAL OF PHYSICS, v. 16, . (11/50151-0)
CATUOGNO, PEDRO J.; LEDESMA, DIEGO S.; RUFFINO, PAULO R.. FOLIATED STOCHASTIC CALCULUS: HARMONIC MEASURES. Transactions of the American Mathematical Society, v. 368, n. 1, p. 563-579, . (12/18780-0, 11/50151-0)
DOS SANTOS, LAURITA; BARROSO, JOAQUIM J.; MACAU, ELBERT E. N.; DE GODOY, MOACIR F.. Assessment of heart rate variability by application of central tendency measure. MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING, v. 53, n. 11, p. 1231-1237, . (11/50151-0)
DA COSTA, PAULO HENRIQUE P.; RUFFINO, PAULO R.. Degenerate Semigroups and Stochastic Flows of Mappings in Foliated Manifolds. POTENTIAL ANALYSIS, v. 43, n. 3, p. 461-480, . (11/50151-0, 12/03992-1)
CATUOGNO, PEDRO J.; DA SILVA, FABIANO B.; RUFFINO, PAULO R.. DECOMPOSITION OF STOCHASTIC FLOWS IN MANIFOLDS WITH COMPLEMENTARY DISTRIBUTIONS. Stochastics and Dynamics, v. 13, n. 4, . (11/50151-0)
VLASOV, VLADIMIR; PIKOVSKY, ARKADY. Synchronization of a Josephson junction array in terms of global variables. Physical Review E, v. 88, n. 2, . (11/50151-0)
FELDHOFF, J. H.; DONNER, R. V.; DONGES, J. F.; MARWAN, N.; KURTHS, J.. Geometric signature of complex synchronisation scenarios. EPL, v. 102, n. 3, . (11/50151-0)
HOEFNER, M.; WUENSCHE, H-J; HENNEBERGER, F.. A random laser as a dynamical network. NEW JOURNAL OF PHYSICS, v. 16, . (11/50151-0)
ROSENAU, PHILIP; PIKOVSKY, ARKADY. Breathers in strongly anharmonic lattices. Physical Review E, v. 89, n. 2, . (11/50151-0)
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. 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)
CIEMER, CATRIN; REHM, LARS; KURTHS, JUERGEN; DONNER, V, REIK; WINKELMANN, RICARDA; BOERS, NIKLAS. An early-warning indicator for Amazon droughts exclusively based on tropical Atlantic sea surface temperatures. ENVIRONMENTAL RESEARCH LETTERS, v. 15, n. 9, . (11/50151-0)
WOLF, FREDERIK; DONNER, REIK V.. Spatial organization of connectivity in functional climate networks describing event synchrony of heavy precipitation. European Physical Journal-Special Topics, . (11/50151-0)
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)
WOLF, FREDERIK; DONNER, REIK V.. Spatial organization of connectivity in functional climate networks describing event synchrony of heavy precipitation. European Physical Journal-Special Topics, v. 230, n. 14-15, p. 3045-3063, . (11/50151-0)
CANO-CRESPO, ANA; TRAXL, DOMINIK; THONICKE, KIRSTEN. Spatio-temporal patterns of extreme fires in Amazonian forests. European Physical Journal-Special Topics, v. 230, n. 14-15, p. 3033-3044, . (11/50151-0)
KROMER, JUSTUS A.. Noise-induced dynamics of coupled excitable systems with slow positive feedback. European Physical Journal-Special Topics, v. 230, n. 14-15, p. 2725-2735, . (11/50151-0)
EKHTIARI, NIKOO; CIEMER, CATRIN; KIRSCH, CATRIN; DONNER, V, REIK. Coupled network analysis revealing global monthly scale co-variability patterns between sea-surface temperatures and precipitation in dependence on the ENSO state. European Physical Journal-Special Topics, v. 230, n. 14-15, p. 3019-3032, . (11/50151-0)
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)
EKHTIARI, NIKOO; CIEMER, CATRIN; KIRSCH, CATRIN; DONNER, V, REIK. Coupled network analysis revealing global monthly scale co-variability patterns between sea-surface temperatures and precipitation in dependence on the ENSO state. European Physical Journal-Special Topics, . (11/50151-0)
RUFFINO, PAULO R.. Exploring a Fourier-Malliavin numerical model. SAO PAULO JOURNAL OF MATHEMATICAL SCIENCES, v. 11, n. 1, p. 125-132, . (11/50151-0, 15/07278-0)
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)
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)
KLINSHOV, VLADIMIR V.; NEKORKIN, VLADIMIR I.; KURTHS, JUERGEN. Stability threshold approach for complex dynamical systems. NEW JOURNAL OF PHYSICS, v. 18, . (11/50151-0)
KROMER, JUSTUS A.; SCHIMANSKY-GEIER, LUTZ; NEIMAN, ALEXANDER B.. Emergence and coherence of oscillations in star networks of stochastic excitable elements. Physical Review E, v. 93, n. 4, . (11/50151-0)
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)
FALCKE, MARTIN; FRIEDHOFF, VICTOR NICOLAI. The stretch to stray on time: Resonant length of random walks in a transient. Chaos, v. 28, n. 5, . (11/50151-0)
LANGE, STEFAN; ROCKEL, BURKHARDT; VOLKHOLZ, JAN; BOOKHAGEN, BODO. Regional climate model sensitivities to parametrizations of convection and non-precipitating subgrid-scale clouds over South America. Climate Dynamics, v. 44, n. 9-10, p. 2839-2857, . (11/50151-0)
LANGE, STEFAN; DONGES, JONATHAN F.; VOLKHOLZ, JAN; KURTHS, JUERGEN. Local Difference Measures between Complex Networks for Dynamical System Model Evaluation. PLoS One, v. 10, n. 4, . (11/50151-0)
BREVE, FABRICIO A.; ZHAO, LIANG; QUILES, MARCOS G.. Particle competition and cooperation for semi-supervised learning with label noise. Neurocomputing, v. 160, p. 63-72, . (11/17396-9, 13/07375-0, 11/50151-0, 11/18496-7)
MARWAN, NORBERT; KURTHS, JUERGEN; FOERSTER, SASKIA. Analysing spatially extended high-dimensional dynamics by recurrence plots. Physics Letters A, v. 379, n. 10-11, p. 894-900, . (11/50151-0)
GONZALES-GARGATE, IVAN I.; RUFFINO, PAULO R.. AN AVERAGING PRINCIPLE FOR DIFFUSIONS IN FOLIATED SPACES. ANNALS OF PROBABILITY, v. 44, n. 1, p. 567-588, . (12/03992-1, 11/50151-0)
NETO VERRI, FILIPE ALVES; URIO, PAULO ROBERTO; ZHAO, LIANG. Network Unfolding Map by Vertex-Edge Dynamics Modeling. IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, v. 29, n. 2, p. 405-418, . (13/07375-0, 13/25876-6, 15/18456-6, 11/50151-0)
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)
SUN, XIAOJUAN; PERC, MATJAZ; KURTHS, JUERGEN; LU, QISHAO. Fast regular firings induced by intra- and inter-time delays in two clustered neuronal networks. Chaos, v. 28, n. 10, . (11/50151-0)
CIEMER, CATRIN; BOERS, NIKLAS; BARBOSA, HENRIQUE M. J.; KURTHS, JURGEN; RAMMIG, ANJA. Temporal evolution of the spatial covariability of rainfall in South America. Climate Dynamics, v. 51, n. 1-2, p. 371-382, . (13/50510-5, 11/50151-0)
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)
GRZYBOWSKI, J. M. V.; MACAU, E. E. N.; YONEYAMA, T.. The Lyapunov-Krasovskii theorem and a sufficient criterion for local stability of isochronal synchronization in networks of delay-coupled oscillators. PHYSICA D-NONLINEAR PHENOMENA, v. 346, p. 28-36, . (11/50151-0)
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)
CHOUDHARY, ANSHUL; MITRA, CHIRANJIT; KOHAR, VIVEK; SINHA, SUDESHNA; KURTHS, JUERGEN. Small-world networks exhibit pronounced intermittent synchronization. Chaos, v. 27, n. 11, . (11/50151-0)
HOEFNER, M.; SADOFEV, S.; KOBIN, B.; HECHT, S.; HENNEBERGER, F.. Hybrid polaritons in a resonant inorganic/organic semiconductor microcavity. Applied Physics Letters, v. 107, n. 18, . (11/50151-0)
ARAUJO, BILZA; ZHAO, LIANG. Data heterogeneity consideration in semi-supervised learning. EXPERT SYSTEMS WITH APPLICATIONS, v. 45, p. 234-247, . (13/07375-0, 11/50151-0)
BOERS, NIKLAS; BOOKHAGEN, BODO; MARENGO, JOSE; MARWAN, NORBERT; VON STORCH, JIN-SONG; KURTHS, JUERGEN. Extreme Rainfall of the South American Monsoon System: A Dataset Comparison Using Complex Networks. Journal of Climate, v. 28, n. 3, p. 1031-1056, . (13/50538-7, 11/50151-0)
QUILES, MARCOS G.; MACAU, ELBERT E. N.; RUBIDO, NICOLAS. Dynamical detection of network communities. SCIENTIFIC REPORTS, v. 6, . (11/50151-0, 11/18496-7, 15/50122-0)
HEITZIG, J.; KITTEL, T.; DONGES, J. F.; MOLKENTHIN, N.. Topology of sustainable management of dynamical systems with desirable states: from defining planetary boundaries to safe operating spaces in the Earth system. EARTH SYSTEM DYNAMICS, v. 7, n. 1, p. 21-50, . (11/50151-0)
BOERS, NIKLAS; BARBOSA, HENRIQUE M. J.; BOOKHAGEN, BODO; MARENGO, JOSE A.; MARWAN, NORBERT; KURTHS, JUERGEN. Propagation of Strong Rainfall Events from Southeastern South America to the Central Andes. Journal of Climate, v. 28, n. 19, p. 7641-7658, . (13/50538-7, 11/50151-0)
SALAZAR, F. J. T.; WINTER, O. C.; MACAU, E. E.; MASDEMONT, J. J.; GOMEZ, G.. Zero drift regions and control strategies to keep satellite in formation around triangular libration point in the restricted Sun-Earth-Moon scenario. Advances in Space Research, v. 56, n. 7, p. 1502-1518, . (08/06066-5, 11/08171-3, 15/00559-3, 11/50151-0, 13/03233-6)
HOEGELE, MICHAEL; RUFFINO, PAULO. Averaging along foliated Levy diffusions. NONLINEAR ANALYSIS-THEORY METHODS & APPLICATIONS, v. 112, p. 1-14, . (12/03992-1, 11/50151-0)
MACAU, ELBERT E. N.; DE MELO, CRISTIANO F.; PRADO, ANTONIO BERTACHINI DE A.; WINTER, OTHON C.. Celestial mechanics: from the errant stars to guidance of spacecrafts. COMPUTATIONAL & APPLIED MATHEMATICS, v. 34, n. 2, p. 417-421, . (11/50151-0)
BOERS, NIKLAS; DONNER, REIK V.; BOOKHAGEN, BODO; KURTHS, JUERGEN. Complex network analysis helps to identify impacts of the El Nino Southern Oscillation on moisture divergence in South America. Climate Dynamics, v. 45, n. 3-4, p. 619-632, . (11/50151-0)
RUFFINO, PAULO R.. Application of an averaging principle on foliated diffusions: topology of the leaves. Electronic Communications in Probability, v. 20, . (11/50151-0, 12/18780-0)
MITRA, CHIRANJIT; CHOUDHARY, ANSHUL; SINHA, SUDESHNA; KURTHS, JUERGEN; DONNER, REIK V.. Multiple-node basin stability in complex dynamical networks. PHYSICAL REVIEW E, v. 95, n. 3, p. 9-pg., . (11/50151-0)
COMIN, CESAR HENRIQUE; COSTA, LUCIANO DA FONTOURA. Shape, connectedness and dynamics in neuronal networks. JOURNAL OF NEUROSCIENCE METHODS, v. 220, n. 2, p. 16-pg., . (11/50151-0, 11/50761-2, 11/22639-8)
MACAU, ELBERT E. N.; DE MELO, CRISTIANO F.; PRADO, ANTONIO BERTACHINI DE A.; WINTER, OTHON C.. Celestial mechanics: from the errant stars to guidance of spacecrafts. COMPUTATIONAL & APPLIED MATHEMATICS, v. 34, n. 2, p. 5-pg., . (11/50151-0)
KOMAROV, MAXIM; PIKOVSKY, ARKADY. Dynamics of Multifrequency Oscillator Communities. Physical Review Letters, v. 110, n. 13, . (11/50151-0)
KROMER, JUSTUS A.; SCHIMANSKY-GEIER, LUTZ; TORAL, RAUL. Weighted-ensemble Brownian dynamics simulation: Sampling of rare events in nonequilibrium systems. Physical Review E, v. 87, n. 6, . (11/50151-0)
LIANG, XIAOMING; ZHAO, LIANG. Phase-Noise-Induced Resonance in Arrays of Coupled Excitable Neural Models. IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, v. 24, n. 8, p. 1339-1345, . (11/50151-0)
CRUZEIRO, ANA BELA; GOMES, ANDRE DE OLIVEIRA; ZHANG, LIANGQUAN. Asymptotic properties of coupled forward-backward stochastic differential equations. Stochastics and Dynamics, v. 14, n. 3, . (11/50151-0)
LIANG, XIAOMING; ZHAO, LIANG; LIU, ZONGHUA. Enhancing Weak Signal Transmission Through a Feedforward Network. IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, v. 23, n. 9, p. 1506-1512, . (11/03631-6, 11/50151-0)

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