Nature Search

Author Correction: Full reconstruction of simplicial complexes from binary contagion and Ising data

Huan Wang
Chuang Ma
Hai-Feng Zhang
Amendments and CorrectionsOpen Access27 Jun 2022
Nature Communications

Volume: 13, P: 1
Reservoir-computing based associative memory and itinerancy for complex dynamical attractors

Artificial associative memories in neural network models have shown ability to store and retrieve static patterns of complex systems, however analysis of dynamic patterns remains challenging. The authors develop a reservoir computing based memory approach for complex multistable dynamical systems.

Ling-Wei Kong
Gene A. Brewer
Ying-Cheng Lai
ResearchOpen Access06 Jun 2024
Nature Communications

Volume: 15, P: 1-14
Model-free tracking control of complex dynamical trajectories with machine learning

In nonlinear tracking control, relevant to robotic applications, the knowledge on the system model may be not available and there is current need in model-free approaches to track a desired trajectory, regular or chaotic. The authors introduce here a framework that employs machine learning to control a two-arm robotic manipulator using only partially observed states.

Zheng-Meng Zhai
Mohammadamin Moradi
Ying-Cheng Lai
ResearchOpen Access14 Sept 2023
Nature Communications

Volume: 14, P: 1-11
Irrelevance of linear controllability to nonlinear dynamical networks

Linear controllability theories have stimulated research on control of complex networks. Here the authors investigate the concordance between linear and nonlinear approaches in ranking the importance of nodes in nonlinear networks, and conclude that linear controllability may not be applicable.

Junjie Jiang
Ying-Cheng Lai
ResearchOpen Access03 Sept 2019
Nature Communications

Volume: 10, P: 1-10
Many-body Hilbert space scarring on a superconducting processor

Many-body quantum systems that escape thermalization are promising candidates for quantum information applications. A weak-ergodicity-breaking mechanism—quantum scarring—has now been observed with superconducting qubits in unconstrained models.

Pengfei Zhang
Hang Dong
Ying-Cheng Lai
Research13 Oct 2022
Nature Physics

Volume: 19, P: 120-125
Universal model of individual and population mobility on diverse spatial scales

Understanding and accurate prediction of human mobility is of increasing importance, but a universal framework is lacking. Here, the authors develop a unified model that accurately predicts both individual and population mobility and scaling behaviors on diverse spatial scales.

Xiao-Yong Yan
Wen-Xu Wang
Ying-Cheng Lai
ResearchOpen Access21 Nov 2017
Nature Communications

Volume: 8, P: 1-9
A geometrical approach to control and controllability of nonlinear dynamical networks

Complex networks, including physical, biological and social systems are ubiquitous, but understanding of how to control them is elusive. Here Wang et al. develop a framework based on the concept of attractor networks to facilitate the study of controllability of nonlinear dynamics in complex systems.

Le-Zhi Wang
Ri-Qi Su
Ying-Cheng Lai
ResearchOpen Access14 Apr 2016
Nature Communications

Volume: 7, P: 1-11
Partial cross mapping eliminates indirect causal influences

It is crucial yet challenging to identify cause-consequence relation in complex dynamical systems where direct causal links can mix with indirect ones. Leng et al. propose a data-driven model-independent method to distinguish direct from indirect causality and test its applicability to real-world data.

Siyang Leng
Huanfei Ma
Luonan Chen
ResearchOpen Access26 May 2020
Nature Communications

Volume: 11, P: 1-9
Non-Markovian recovery makes complex networks more resilient against large-scale failures

Understanding failure propagation dynamics in complex networks with recovery processes is vital to realizing networks that are resistant to large scale failures. Here, the authors report a model for general failure propagation dynamics in complex networks with non-Markovian recovery processes.

Zhao-Hua Lin
Mi Feng
Ying-Cheng Lai
ResearchOpen Access19 May 2020
Nature Communications

Volume: 11, P: 1-10
Exact controllability of complex networks

Although it has been possible to calculate the conditions for exerting complete control over a directed complex network, for undirected and weighted networks this calculation is inexact. Yuan et al. develop a general framework for determining the controllability of any complex network.

Zhengzhong Yuan
Chen Zhao
Ying-Cheng Lai
ResearchOpen Access12 Sept 2013
Nature Communications

Volume: 4, P: 1-9
Full reconstruction of simplicial complexes from binary contagion and Ising data

Data-driven recovery of topology is challenging for networks beyond pairwise interactions. The authors propose a framework to reconstruct complex networks with higher-order interactions from time series, focusing on networks with 2-simplexes where social contagion and Ising dynamics generate binary data.

Huan Wang
Chuang Ma
Hai-Feng Zhang
ResearchOpen Access01 Jun 2022
Nature Communications

Volume: 13, P: 1-10
Equivalence and its invalidation between non-Markovian and Markovian spreading dynamics on complex networks

When modelling epidemic spreading on complex networks, one useful simplification is to assume that the dynamics are Markovian, i.e. memoryless. Here the authors present a more general non-Markovian approach which is able to accurately reproduce the transient and stationary regime on different substrates.

Mi Feng
Shi-Min Cai
Ying-Cheng Lai
ResearchOpen Access23 Aug 2019
Nature Communications

Volume: 10, P: 1-10
Emergence of scaling in human-interest dynamics

Zhi-Dan Zhao
Zimo Yang
Ying-Cheng Lai
ResearchOpen Access11 Dec 2013
Scientific Reports

Volume: 3, P: 1-7
Universal flux-fluctuation law in small systems

Zi-Gang Huang
Jia-Qi Dong
Ying-Cheng Lai
ResearchOpen Access27 Oct 2014
Scientific Reports

Volume: 4, P: 1-7
Robustness of chimera states in complex dynamical systems

Nan Yao
Zi-Gang Huang
Zhi-Gang Zheng
ResearchOpen Access17 Dec 2013
Scientific Reports

Volume: 3, P: 1-8
Nonlinear dynamics induced anomalous Hall effect in topological insulators

Guanglei Wang
Hongya Xu
Ying-Cheng Lai
ResearchOpen Access28 Jan 2016
Scientific Reports

Volume: 6, P: 1-9
Emergence of grouping in multi-resource minority game dynamics

Zi-Gang Huang
Ji-Qiang Zhang
Ying-Cheng Lai
ResearchOpen Access04 Oct 2012
Scientific Reports

Volume: 2, P: 1-8
Reconstructing propagation networks with natural diversity and identifying hidden sources

The structure of many complex systems is usually difficult to determine. Zhesi Shen et al. adapt a signal-processing technique known as compressed sensing to reconstruct the dynamics and structure of a complex propagation network from a small amount of time series data.

Zhesi Shen
Wen-Xu Wang
Ying-Cheng Lai
ResearchOpen Access11 Jul 2014
Nature Communications

Volume: 5, P: 1-10
Publisher Correction: Equivalence and its invalidation between non-Markovian and Markovian spreading dynamics on complex networks

Mi Feng
Shi-Min Cai
Ying-Cheng Lai
Amendments and CorrectionsOpen Access09 Oct 2019
Nature Communications

Volume: 10, P: 1-2
Management implications of long transients in ecological systems

Ecosystems that exhibit long periods of transient dynamics pose particular challenges for management because state shifts can occur in the absence of exogenous drivers. In this Perspective, the authors outline how different transient behaviours can be influenced by management actions, and how understanding their causal mechanisms can guide future mitigation strategies.

Tessa B. Francis
Karen C. Abbott
Mary Lou Zeeman
Reviews18 Jan 2021
Nature Ecology & Evolution

Volume: 5, P: 285-294
Extreme events in multilayer, interdependent complex networks and control

Yu-Zhong Chen
Zi-Gang Huang
Ying-Cheng Lai
ResearchOpen Access27 Nov 2015
Scientific Reports

Volume: 5, P: 1-13
Physical controllability of complex networks

Le-Zhi Wang
Yu-Zhong Chen
Ying-Cheng Lai
ResearchOpen Access11 Jan 2017
Scientific Reports

Volume: 7, P: 1-14
Directed dynamical influence is more detectable with noise

Jun-Jie Jiang
Zi-Gang Huang
Ying-Cheng Lai
ResearchOpen Access12 Apr 2016
Scientific Reports

Volume: 6, P: 1-9
Controlling extreme events on complex networks

Yu-Zhong Chen
Zi-Gang Huang
Ying-Cheng Lai
ResearchOpen Access18 Aug 2014
Scientific Reports

Volume: 4, P: 1-10
Transient chaos - a resolution of breakdown of quantum-classical correspondence in optomechanics

Guanglei Wang
Ying-Cheng Lai
Celso Grebogi
ResearchOpen Access17 Oct 2016
Scientific Reports

Volume: 6, P: 1-13
Superpersistent currents and whispering gallery modes in relativistic quantum chaotic systems

Hongya Xu
Liang Huang
Celso Grebogi
ResearchOpen Access11 Mar 2015
Scientific Reports

Volume: 5, P: 1-8
Mesoscopic Interactions and Species Coexistence in Evolutionary Game Dynamics of Cyclic Competitions

Hongyan Cheng
Nan Yao
Ying-Cheng Lai
ResearchOpen Access15 Dec 2014
Scientific Reports

Volume: 4, P: 1-7
Emergence of multicluster chimera states

Nan Yao
Zi-Gang Huang
Ying-Cheng Lai
ResearchOpen Access09 Sept 2015
Scientific Reports

Volume: 5, P: 1-12
Megacities are causal pacemakers of extreme heatwaves

Xueli Yang
Zhi-Hua Wang
Ying-Cheng Lai
ResearchOpen Access27 Feb 2024
npj Urban Sustainability

Volume: 4, P: 1-10
Validity of Markovian modeling for transient memory-dependent epidemic dynamics

Quantitative models for real-world epidemics are typically memory-dependent, but this presents difficulties for data collection and computation, while such difficulties do not arise in traditional Markovian models. The authors develop a framework to study the conditions under which memory-dependent processes can be modeled as Markovian frameworks.

Mi Feng
Liang Tian
Changsong Zhou
ResearchOpen Access08 Mar 2024
Communications Physics

Volume: 7, P: 1-15
Epidemic dynamics with non-Markovian travel in multilayer networks

Human travel is one of the factors contributing to epidemic spreading. By studying the impact of non-Markovian travel on epidemic dynamics, the authors find that the epidemic threshold can be maximized by a proper travel level and exhibits a two-threshold phenomenon, which provides insight into understanding and controlling real epidemics.

Yushu Chen
Ying Liu
Ying-Cheng Lai
ResearchOpen Access20 Sept 2023
Communications Physics

Volume: 6, P: 1-11
The “weak” interdependence of infrastructure systems produces mixed percolation transitions in multilayer networks

Run-Ran Liu
Daniel A. Eisenberg
Ying-Cheng Lai
ResearchOpen Access01 Feb 2018
Scientific Reports

Volume: 8, P: 1-13
Autapses promote synchronization in neuronal networks

Huawei Fan
Yafeng Wang
Xingang Wang
ResearchOpen Access12 Jan 2018
Scientific Reports

Volume: 8, P: 1-13
Locating multiple diffusion sources in time varying networks from sparse observations

Zhao-Long Hu
Zhesi Shen
Ying-Cheng Lai
ResearchOpen Access08 Feb 2018
Scientific Reports

Volume: 8, P: 1-9
Asymmetrically interacting spreading dynamics on complex layered networks

Wei Wang
Ming Tang
GyuWon Lee
ResearchOpen Access29 May 2014
Scientific Reports

Volume: 4, P: 1-8
Magnetic field induced flow pattern reversal in a ferrofluidic Taylor-Couette system

Sebastian Altmeyer
Younghae Do
Ying-Cheng Lai
ResearchOpen Access21 Dec 2015
Scientific Reports

Volume: 5, P: 1-13
Emergence of unusual coexistence states in cyclic game systems

Junpyo Park
Younghae Do
Ying-Cheng Lai
ResearchOpen Access07 Aug 2017
Scientific Reports

Volume: 7, P: 1-11
Uncovering hidden nodes in complex networks in the presence of noise

Ri-Qi Su
Ying-Cheng Lai
Younghae Do
ResearchOpen Access03 Feb 2014
Scientific Reports

Volume: 4, P: 1-7
Effects of behavioral response and vaccination policy on epidemic spreading - an approach based on evolutionary-game dynamics

Hai-Feng Zhang
Zhi-Xi Wu
Ying-Cheng Lai
ResearchOpen Access11 Jul 2014
Scientific Reports

Volume: 4, P: 1-10
Growth, collapse and self-organized criticality in complex networks

Yafeng Wang
Huawei Fan
Xingang Wang
ResearchOpen Access15 Apr 2016
Scientific Reports

Volume: 6, P: 1-12
Reconstructing direct and indirect interactions in networked public goods game

Xiao Han
Zhesi Shen
Celso Grebogi
ResearchOpen Access22 Jul 2016
Scientific Reports

Volume: 6, P: 1-12
Universal framework for edge controllability of complex networks

Shao-Peng Pang
Wen-Xu Wang
Ying-Cheng Lai
ResearchOpen Access26 Jun 2017
Scientific Reports

Volume: 7, P: 1-12
Transition to turbulence in Taylor-Couette ferrofluidic flow

Sebastian Altmeyer
Younghae Do
Ying-Cheng Lai
ResearchOpen Access12 Jun 2015
Scientific Reports

Volume: 5, P: 1-13
Controlling herding in minority game systems

Ji-Qiang Zhang
Zi-Gang Huang
Ying-Cheng Lai
ResearchOpen Access17 Feb 2016
Scientific Reports

Volume: 6, P: 1-15
Control efficacy of complex networks

Xin-Dong Gao
Wen-Xu Wang
Ying-Cheng Lai
ResearchOpen Access21 Jun 2016
Scientific Reports

Volume: 6, P: 1-12
Dynamics of ferrofluidic flow in the Taylor-Couette system with a small aspect ratio

Sebastian Altmeyer
Younghae Do
Ying-Cheng Lai
ResearchOpen Access06 Jan 2017
Scientific Reports

Volume: 7, P: 1-19

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