Machine learning aided design and optimization of thermal metamaterials

C Zhu, EA Bamidele, X Shen, G Zhu, B Li - Chemical Reviews, 2024 - ACS Publications
Artificial Intelligence (AI) has advanced material research that were previously intractable,
for example, the machine learning (ML) has been able to predict some unprecedented …

Phase-noise-induced resonance in a single neuronal system

X Liang, L Zhao, Z Liu - Physical Review E—Statistical, Nonlinear, and Soft …, 2011 - APS
Phase-disorder-induced resonance has been recently uncovered in an ensemble of
coupled excitable neurons with weak external signal, where each neuron takes a constant …

Diversity-induced resonance for optimally suprathreshold signals

X Liang, X Zhang, L Zhao - Chaos: An Interdisciplinary Journal of …, 2020 - pubs.aip.org
Recent research has revealed that a system of coupled units with a certain degree of
parameter diversity can generate an enhanced response to a subthreshold signal compared …

Phase-disorder-induced double resonance of neuronal activity

X Liang, M Dhamala, L Zhao, Z Liu - … Review E—Statistical, Nonlinear, and Soft …, 2010 - APS
It is well known that resonance can be induced by external noise or diversity. Here we show
that resonance can be induced even by a phase disorder in coupled excitable neurons with …

Cooperation-induced topological complexity: a promising road to fault tolerance and Hebbian learning

M Turalska, E Geneston, BJ West, P Allegrini… - Frontiers in …, 2012 - frontiersin.org
According to an increasing number of researchers intelligence emerges from criticality as a
consequence of locality breakdown and long-range correlation, well known properties of …

Locally repulsive coupling-induced tunable oscillations

X Liang, F Mo, Q Wang, H Lü - Chaos: An Interdisciplinary Journal of …, 2025 - pubs.aip.org
The precise amplitude and period of neuronal oscillations are crucial for the functioning of
neuronal networks. We propose a chain model featuring a repulsive coupling at the first …

Impulse-induced optimum signal amplification in scale-free networks

PJ Martínez, R Chacón - Physical Review E, 2016 - APS
Optimizing information transmission across a network is an essential task for controlling and
manipulating generic information-processing systems. Here, we show how topological …

Insensitivity of synchronization to network structure in chaotic pendulum systems with time-delay coupling

C Yao, M Zhan, J Shuai, J Ma, J Kurths - Chaos: An Interdisciplinary …, 2017 - pubs.aip.org
It has been generally believed that both time delay and network structure could play a
crucial role in determining collective dynamical behaviors in complex systems. In this work …

Diversity-induced resonance on weighted scale-free networks

L Wu, S Zhu, X Luo - Chaos: An Interdisciplinary Journal of Nonlinear …, 2010 - pubs.aip.org
The diversity-induced resonance in weighted scale-free networks is investigated numerically
and analytically. The couplings are weighted according to node degree. It is found that self …

Effect of initial phase diversity on signal detection in excitable systems

XM Liang, ZH Liu - Science China Technological Sciences, 2016 - Springer
Undoubtedly, the sensory organs of biological systems have been evolved to accurately
detect and locate the external stimuli, even if they are very weak. However, the mechanism …