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1

Introduction to Focus Issue: When machine learning meets complex systems: Networks, chaos, and nonlinear dynamics

Tang, Yang, Kurths, JÃ¼rgen, Lin, Wei, Ott, Edward, Kocarev, Ljupco

Journal:

Chaos An Interdisciplinary Journal of Nonlinear Science

Year:

2020

File:

PDF, 798 KB

2020

2

Fixed-time Synchronization of Fractional Order Memristive MAM Neural Networks by Sliding Mode Control

Wang, Weiping, Jia, Xiao, Wang, Zhen, Luo, Xiong, Li, Lixiang, Kurths, JÃ¼rgen, Yuan, Manman

Journal:

Year:

2020

Language:

english

File:

PDF, 2.66 MB

english, 2020

3

Wavelet entropy-based evaluation of intrinsic predictability of time series

Guntu, Ravi Kumar, Yeditha, Pavan Kumar, Rathinasamy, Maheswaran, Perc, MatjaÅ¾, Marwan, Norbert, Kurths, JÃ¼rgen, Agarwal, Ankit

Journal:

Chaos An Interdisciplinary Journal of Nonlinear Science

Year:

2020

File:

PDF, 2.83 MB

2020

4

Optimal design of hydrometric station networks based on complex network analysis

Agarwal, Ankit, Marwan, Norbert, Maheswaran, Rathinasamy, Ozturk, Ugur, Kurths, JÃ¼rgen, Merz, Bruno

Journal:

Hydrology and Earth System Sciences

Year:

2020

File:

PDF, 3.97 MB

2020

5

Rate-induced transitions and advanced takeoff in power systems

Suchithra, K. S., Gopalakrishnan, E. A., Surovyatkina, Elena, Kurths, JÃ¼rgen

Journal:

Chaos An Interdisciplinary Journal of Nonlinear Science

Year:

2020

File:

PDF, 2.07 MB

2020

6

When Autonomous Systems Meet Accuracy and Transferability through AI: A Survey

Zhang, Chongzhen, Wang, Jianrui, Yen, Gary G., Zhao, Chaoqiang, Sun, Qiyu, Tang, Yang, Qian, Feng, Kurths, JÃ¼rgen

Journal:

Year:

2020

File:

PDF, 3.51 MB

2020

7

Cortical hot spots and labyrinths: why cortical neuromodulation for episodic migraine with aura should be personalized

Dahlem, Markus A., Schmidt, Bernd, Bojak, Ingo, Boie, Sebastian, Kneer, Frederike, Hadjikhani, Nouchine, Kurths, JÃ¼rgen

Journal:

Frontiers in Computational Neuroscience

Year:

2015

Language:

english

File:

PDF, 2.27 MB

english, 2015

8

Bistability and stochastic jumps in an airfoil system with viscoelastic material property and random fluctuations

Liu, Qi, Xu, Yong, Kurths, JÃ¼rgen

Journal:

Communications in Nonlinear Science and Numerical Simulation

Year:

2020

File:

PDF, 1.59 MB

2020

9

Finite-time Consensus of Leader-following Multi-agent Systems with Multiple Time Delays over Time-varying Topology

Sun, Fenglan, Tuo, Mingyan, Kurths, JÃ¼rgen, Zhu, Wei

Journal:

International Journal of Control, Automation and Systems

Year:

2020

File:

PDF, 537 KB

2020

10

Motor execution reduces EEG signals complexity: Recurrence quantification analysis study

Pitsik, Elena, Frolov, Nikita, Hauke Kraemer, K., Grubov, Vadim, Maksimenko, Vladimir, Kurths, JÃ¼rgen, Hramov, Alexander

Journal:

Chaos An Interdisciplinary Journal of Nonlinear Science

Year:

2020

File:

PDF, 1.69 MB

2020

11

Network-induced multistability through lossy coupling and exotic solitary states

Hellmann, Frank, Schultz, Paul, Jaros, Patrycja, Levchenko, Roman, Kapitaniak, Tomasz, Kurths, JÃ¼rgen, Maistrenko, Yuri

Journal:

Nature Communications

Year:

2020

File:

PDF, 965 KB

2020

12

Universal gap scaling in percolation

Fan, Jingfang, Meng, Jun, Liu, Yang, Saberi, Abbas Ali, Kurths, JÃ¼rgen, Nagler, Jan

Journal:

Year:

2020

File:

PDF, 2.11 MB

2020

13

Fixed-Time Connectivity Preserving Tracking Consensus of Multiagent Systems with Disturbances

Sun, Fenglan, Liu, Peiyong, Kurths, JÃ¼rgen, Zhu, Wei

Journal:

Year:

2020

Language:

english

File:

PDF, 1.46 MB

english, 2020

14

Monte Carlo Basin Bifurcation Analysis

Gelbrecht, Maximilian, Kurths, JÃ¼rgen, Hellmann, Frank

Journal:

New Journal of Physics

Year:

2020

Language:

english

File:

PDF, 3.11 MB

english, 2020

15

Publisher Correction: Universal gap scaling in percolation

Fan, Jingfang, Meng, Jun, Liu, Yang, Saberi, Abbas Ali, Kurths, JÃ¼rgen, Nagler, Jan

Journal:

Year:

2020

Language:

english

File:

PDF, 835 KB

english, 2020

16

How Price-Based Frequency Regulation Impacts Stability in Power Grids: A Complex Network Perspective

Ji, Peng, Zhu, Lipeng, Lu, Chao, Lin, Wei, Kurths, JÃ¼rgen

Journal:

Year:

2020

File:

PDF, 2.05 MB

2020

17

Universality in the emergence of oscillatory instabilities in turbulent flows

Pavithran, Induja, Unni, Vishnu R., Varghese, Alan J., Sujith, R. I., Saha, Abhishek, Marwan, Norbert, Kurths, JÃ¼rgen

Journal:

EPL (Europhysics Letters)

Year:

2020

File:

PDF, 1.27 MB

2020

18

Mean-square consensus of multi-agent systems with noise and time delay via event-triggered control

Sun, Fenglan, Shen, Yunhao, Kurths, JÃ¼rgen, Zhu, Wei

Journal:

Journal of the Franklin Institute

Year:

2020

File:

PDF, 1.63 MB

2020

19

Synchronization transition from chaos to limit cycle oscillations when a locally coupled chaotic oscillator grid is coupled globally to another chaotic oscillator

Godavarthi, Vedasri, Kasthuri, Praveen, Mondal, Sirshendu, Sujith, R. I., Marwan, Nobert, Kurths, JÃ¼rgen

Journal:

Chaos An Interdisciplinary Journal of Nonlinear Science

Year:

2020

Language:

english

File:

PDF, 3.07 MB

english, 2020

20

The Inverted Classroom Model (The 3rd German ICM-Conference - Proceedings) || Introduction

GroÃkurth, Eva-Marie, Handke, JÃ¼rgen

Year:

2014

Language:

english

File:

PDF, 113 KB

english, 2014

21

The steady current analysis in a periodic channel driven by correlated noises

Mei, Ruoxing, Xu, Yong, Li, Yongge, Kurths, JÃ¼rgen

Journal:

Chaos, Solitons & Fractals

Year:

2020

Language:

english

File:

PDF, 937 KB

english, 2020

22

A multiplex, multi-timescale model approach for economic and frequency control in power grids

Strenge, Lia, Schultz, Paul, Kurths, JÃ¼rgen, Raisch, JÃ¶rg, Hellmann, Frank

Journal:

Chaos An Interdisciplinary Journal of Nonlinear Science

Year:

2020

Language:

english

File:

PDF, 1.52 MB

english, 2020

23

Partial cross mapping eliminates indirect causal influences

Leng, Siyang, Ma, Huanfei, Kurths, JÃ¼rgen, Lai, Ying-Cheng, Lin, Wei, Aihara, Kazuyuki, Chen, Luonan

Journal:

Nature Communications

Year:

2020

File:

PDF, 1.46 MB

2020

24

Distributed event-triggered adaptive partial diffusion strategy under dynamic network topology

Feng, Minyu, Deng, Shuwei, Chen, Feng, Kurths, JÃ¼rgen

Journal:

Chaos An Interdisciplinary Journal of Nonlinear Science

Year:

2020

File:

PDF, 1.95 MB

2020

25

Adaptive clustering based on element-wised distance for distributed estimation over multi-task networks

Yuanyuan Zhang, A., Minyu Feng, B., Feng Chen, C., JÃ¼rgen Kurths, D.

Journal:

Chaos An Interdisciplinary Journal of Nonlinear Science

Year:

2020

File:

PDF, 1.21 MB

2020

26

Precursor criteria for noise-induced critical transitions in multi-stable systems

Ma, Jinzhong, Xu, Yong, Li, Yongge, Tian, Ruilan, Chen, Guanrong, Kurths, JÃ¼rgen

Journal:

Nonlinear Dynamics

Year:

2020

File:

PDF, 3.08 MB

2020

27

Dynamic Network Characteristics of Power-electronics-based Power Systems

Ji, Yuxi, He, Wei, Cheng, Shijie, Kurths, JÃ¼rgen, Zhan, Meng

Journal:

Scientific Reports

Year:

2020

File:

PDF, 1.80 MB

2020

28

Recurrence analysis of slowâfast systems

Kasthuri, Praveen, Pavithran, Induja, Krishnan, Abin, Pawar, Samadhan A., Sujith, R. I., Gejji, Rohan, Anderson, William, Marwan, Norbert, Kurths, JÃ¼rgen

Journal:

Chaos An Interdisciplinary Journal of Nonlinear Science

Year:

2020

File:

PDF, 5.79 MB

2020

29

Bisimulation-based stabilization of probabilistic Boolean control networks with state feedback control

Jiang, Nan, Huang, Chi, Chen, Yao, Kurths, JÃ¼rgen

Journal:

Frontiers of Information Technology & Electronic Engineering

Year:

2020

File:

PDF, 490 KB

2020

30

Stochastic dynamics driven by combined LÃ©vy-Gaussian noise: fractional Fokker-Planck-Kolmogorov equation and solution

zan, wanrong, Xu, Yong, Kurths, JÃ¼rgen, Chechkin, Aleksei V, Metzler, Ralf

Journal:

Journal of Physics A Mathematical and Theoretical

Year:

2020

File:

PDF, 2.68 MB

2020

31

Mean-square consensus for heterogeneous multi-agent systems with probabilistic time delay

Sun, Fenglan, Liao, Xiaogang, Kurths, JÃ¼rgen

Journal:

Information Sciences

Year:

2020

File:

PDF, 1.03 MB

2020

32

Communicating sentiment and outlook reverses inaction against collective risks

Wang, Zhen, Jusup, Marko, Guo, Hao, Shi, Lei, GeÄek, SunÄana, Anand, Madhur, Perc, MatjaÅ¾, Bauch, Chris T., Kurths, JÃ¼rgen, Boccaletti, Stefano, Schellnhuber, Hans Joachim

Journal:

Proceedings of the National Academy of Sciences

Year:

2020

File:

PDF, 1.07 MB

2020

33

Can LÃ©vy noise induce coherence and stochastic resonances in a birhythmic van der Pol system?

Yonkeu, Raoul Mbakob, Yamapi, RenÃ©, Filatrella, Giovanni, Kurths, JÃ¼rgen

Journal:

The European Physical Journal B / Condensed Matter and Complex Systems

Year:

2020

File:

PDF, 3.18 MB

2020

34

[Lecture Notes in Physics] Chaos and Stability in Planetary Systems Volume 683 || Planet Formation

Dvorak, Rudolf, Freistetter, Florian, Kurths, JÃ¼rgen

Year:

2005

File:

PDF, 1.27 MB

2005

35

Global and local performance metric with inertia effects

Li, Qiang, Schultz, Paul, Lin, Wei, Kurths, JÃ¼rgen, Ji, Peng

Journal:

Nonlinear Dynamics

Year:

2020

File:

PDF, 3.84 MB

2020

36

Sleep as a Novel Biomarker and a Promising Therapeutic Target for Cerebral Small Vessel Disease: A Review Focusing on Alzheimerâs Disease and the Blood-Brain Barrier

Semyachkina-Glushkovskaya, Oxana, Postnov, Dmitry, Penzel, Thomas, Kurths, JÃ¼rgen

Journal:

International Journal of Molecular Sciences

Year:

2020

File:

PDF, 3.86 MB

2020

37

Statistical solution to SDEs with $$\alpha $$-stable LÃ©vy noise via deep neural network

Zhang, Hao, Xu, Yong, Li, Yongge, Kurths, JÃ¼rgen

Journal:

International Journal of Dynamics and Control

Year:

2020

File:

PDF, 1.53 MB

2020

38

Overview of Compressed Sensing: Sensing Model, Reconstruction Algorithm, and Its Applications

Li, Lixiang, Fang, Yuan, Liu, Liwei, Peng, Haipeng, Kurths, JÃ¼rgen, Yang, Yixian

Journal:

Applied Sciences

Year:

2020

File:

PDF, 813 KB

2020

39

Statistical physics approaches to the complex Earth system

Fan, Jingfang, Meng, Jun, Ludescher, Josef, Chen, Xiaosong, Ashkenazy, Yosef, Kurths, JÃ¼rgen, Havlin, Shlomo, Schellnhuber, Hans Joachim

Journal:

Physics Reports

Year:

2020

File:

PDF, 32.13 MB

2020

40

Influence of Delayed Conductance on Neuronal Synchronization

Protachevicz, Paulo R., Borges, Fernando S., Iarosz, Kelly C., Baptista, Murilo S., Lameu, Ewandson L., Hansen, Matheus, Caldas, IberÃª L., Szezech, JosÃ© D., Batista, Antonio M., Kurths, JÃ¼rgen

Journal:

Frontiers in Physiology

Year:

2020

File:

PDF, 1.10 MB

2020

41

Instantaneous Cardiac Baroreflex Sensitivity: xBRS Method Quantifies Heart Rate Blood Pressure Variability Ratio at Rest and During Slow Breathing

Wessel, Niels, Gapelyuk, Andrej, WeiÃ, Jonas, Schmidt, Martin, Kraemer, Jan F., Berg, Karsten, Malberg, Hagen, Stepan, Holger, Kurths, JÃ¼rgen

Journal:

Frontiers in Neuroscience

Year:

2020

File:

PDF, 1.54 MB

2020

42

Universality in spectral condensation

Pavithran, Induja, Unni, Vishnu R., Varghese, Alan J., Premraj, D., Sujith, R. I., Vijayan, C., Saha, Abhishek, Marwan, Norbert, Kurths, JÃ¼rgen

Journal:

Scientific Reports

Year:

2020

File:

PDF, 2.24 MB

2020

43

Asymptotic scaling describing signal propagation in complex networks

Ji, Peng, Lin, Wei, Kurths, JÃ¼rgen

Journal:

Year:

2020

File:

PDF, 1.36 MB

2020

44

Referee acknowledgment for 2019

Kurths, JÃ¼rgen

Journal:

Chaos An Interdisciplinary Journal of Nonlinear Science

Year:

2020

File:

PDF, 622 KB

2020

45

Rate-dependent tipping-delay phenomenon in a thermoacoustic system with colored noise

Zhang, XiaoYu, Xu, Yong, Liu, Qi, Kurths, JÃ¼rgen

Journal:

Science China Technological Sciences

Year:

2020

File:

PDF, 3.03 MB

2020

46

Macroscopic approximation methods for the analysis of adaptive networked agent-based models: Example of a two-sector investment model

Kolb, Jakob J., MÃ¼ller-Hansen, Finn, Kurths, JÃ¼rgen, Heitzig, Jobst

Journal:

Physical Review E

Year:

2020

File:

PDF, 1.48 MB

2020

47

Measures of complexity for cancellous bone

Gowin, Wolfgang, Saparin, Peter I., Kurths, JÃ¼rgen, Felsenberg, Dieter

Journal:

Technology and Health Care

Year:

1998

File:

PDF, 368 KB

1998

48

Dynamic transport: From bifurcation to multistability

Li, Chunbiao, Chen, Guanrong, Kurths, JÃ¼rgen, Lei, Tengfei, Liu, Zuohua

Journal:

Communications in Nonlinear Science and Numerical Simulation

Year:

2020

File:

PDF, 1.16 MB

2020

49

Synchronization of coupled memristive competitive BAM neural networks with different time scales

Zhao, Yong, Ren, Shanshan, Kurths, JÃ¼rgen

Journal:

Year:

2020

File:

PDF, 439 KB

2020

50

Transition path properties for one-dimensional systems driven by Poisson white noise

Li, Hua, Xu, Yong, Metzler, Ralf, Kurths, JÃ¼rgen

Journal:

Chaos, Solitons & Fractals

Year:

2020

File:

PDF, 2.36 MB

2020

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