Signal propagation in complex networks

P Ji, J Ye, Y Mu, W Lin, Y Tian, C Hens, M Perc, Y Tang… - Physics reports, 2023 - Elsevier
Signal propagation in complex networks drives epidemics, is responsible for information
going viral, promotes trust and facilitates moral behavior in social groups, enables the …

More is different in real-world multilayer networks

M De Domenico - Nature Physics, 2023 - nature.com
The constituents of many complex systems are characterized by non-trivial connectivity
patterns and dynamical processes that are well captured by network models. However, most …

[HTML][HTML] Artificial intelligence in cancer target identification and drug discovery

Y You, X Lai, Y Pan, H Zheng, J Vera, S Liu… - … and Targeted Therapy, 2022 - nature.com
Artificial intelligence is an advanced method to identify novel anticancer targets and discover
novel drugs from biology networks because the networks can effectively preserve and …

[HTML][HTML] Linking structure and function in macroscale brain networks

LE Suárez, RD Markello, RF Betzel, B Misic - Trends in cognitive sciences, 2020 - cell.com
Structure–function relationships are a fundamental principle of many naturally occurring
systems. However, network neuroscience research suggests that there is an imperfect link …

[HTML][HTML] Toward a formal theory for computing machines made out of whatever physics offers

H Jaeger, B Noheda, WG Van Der Wiel - Nature communications, 2023 - nature.com
Approaching limitations of digital computing technologies have spurred research in
neuromorphic and other unconventional approaches to computing. Here we argue that if we …

[HTML][HTML] A physical wiring diagram for the human immune system

J Shilts, Y Severin, F Galaway, N Müller-Sienerth… - Nature, 2022 - nature.com
The human immune system is composed of a distributed network of cells circulating
throughout the body, which must dynamically form physical associations and communicate …

Diversity of information pathways drives sparsity in real-world networks

A Ghavasieh, M De Domenico - Nature Physics, 2024 - nature.com
Complex systems must respond to external perturbations and, at the same time, internally
distribute information to coordinate their components. Although networked backbones help …

Network geometry

M Boguna, I Bonamassa, M De Domenico… - Nature Reviews …, 2021 - nature.com
Networks are finite metric spaces, with distances defined by the shortest paths between
nodes. However, this is not the only form of network geometry: two others are the geometry …

Computational network biology: data, models, and applications

C Liu, Y Ma, J Zhao, R Nussinov, YC Zhang, F Cheng… - Physics Reports, 2020 - Elsevier
Biological entities are involved in intricate and complex interactions, in which uncovering the
biological information from the network concepts are of great significance. Benefiting from …

[HTML][HTML] Spatiotemporal data mining: a survey on challenges and open problems

A Hamdi, K Shaban, A Erradi, A Mohamed… - Artificial Intelligence …, 2022 - Springer
Spatiotemporal data mining (STDM) discovers useful patterns from the dynamic interplay
between space and time. Several available surveys capture STDM advances and report a …