The structure and dynamics of networks with higher order interactions

S Boccaletti, P De Lellis, CI Del Genio, K Alfaro-Bittner… - Physics Reports, 2023 - Elsevier
All beauty, richness and harmony in the emergent dynamics of a complex system largely
depend on the specific way in which its elementary components interact. The last twenty-five …

Social physics

M Jusup, P Holme, K Kanazawa, M Takayasu, I Romić… - Physics Reports, 2022 - Elsevier
Recent decades have seen a rise in the use of physics methods to study different societal
phenomena. This development has been due to physicists venturing outside of their …

[HTML][HTML] Networks beyond pairwise interactions: Structure and dynamics

F Battiston, G Cencetti, I Iacopini, V Latora, M Lucas… - Physics reports, 2020 - Elsevier
The complexity of many biological, social and technological systems stems from the richness
of the interactions among their units. Over the past decades, a variety of complex systems …

Percolation on complex networks: Theory and application

M Li, RR Liu, L Lü, MB Hu, S Xu, YC Zhang - Physics Reports, 2021 - Elsevier
In the last two decades, network science has blossomed and influenced various fields, such
as statistical physics, computer science, biology and sociology, from the perspective of the …

Scale-free networks are rare

AD Broido, A Clauset - Nature communications, 2019 - nature.com
Real-world networks are often claimed to be scale free, meaning that the fraction of nodes
with degree k follows a power law k− α, a pattern with broad implications for the structure …

[PDF][PDF] 复杂网络链路预测

吕琳媛 - 电子科技大学学报, 2010 - bbs.sciencenet.cn
网络中的链路预测是指如何通过已知的网络结构等信息预测网络中尚未产生连边的两个节点之
间产生连接的可能性. 预测那些已经存在但尚未被发现的连接实际上是一种数据挖掘的过程 …

复杂网络研究概述

周涛, 柏文洁, 汪秉宏, 刘之景, 严钢 - 物理, 2005 - wuli.iphy.ac.cn
近年来, 真实网络中小世界效应和无标度特性的发现激起了物理学界对复杂网路的研究热潮.
复杂网络区别于以前广泛研究的规则网络和随机网络最重要的统计特征是什么 …

Colloquium: Criticality and dynamical scaling in living systems

MA Munoz - Reviews of Modern Physics, 2018 - APS
A celebrated and controversial hypothesis suggests that some biological systems—parts,
aspects, or groups of them—may extract important functional benefits from operating at the …

Epidemic processes in complex networks

R Pastor-Satorras, C Castellano, P Van Mieghem… - Reviews of modern …, 2015 - APS
In recent years the research community has accumulated overwhelming evidence for the
emergence of complex and heterogeneous connectivity patterns in a wide range of …

[HTML][HTML] Answering Schrödinger's question: A free-energy formulation

MJD Ramstead, PB Badcock, KJ Friston - Physics of life reviews, 2018 - Elsevier
The free-energy principle (FEP) is a formal model of neuronal processes that is widely
recognised in neuroscience as a unifying theory of the brain and biobehaviour. More …