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 …

Quantum walk and its application domains: A systematic review

K Kadian, S Garhwal, A Kumar - Computer Science Review, 2021 - Elsevier
Quantum random walk is the quantum counterpart of a classical random walk. The classical
random walk concept has long been used as a computational framework for designing …

Network analysis of particles and grains

L Papadopoulos, MA Porter, KE Daniels… - Journal of Complex …, 2018 - academic.oup.com
The arrangements of particles and forces in granular materials have a complex organization
on multiple spatial scales that range from local structures to mesoscale and system-wide …

Machine intelligence in non-invasive endocrine cancer diagnostics

NM Thomasian, IR Kamel, HX Bai - Nature Reviews Endocrinology, 2022 - nature.com
Artificial intelligence (AI) has illuminated a clear path towards an evolving health-care
system replete with enhanced precision and computing capabilities. Medical imaging …

Complex quantum networks: a topical review

J Nokkala, J Piilo, G Bianconi - Journal of Physics A …, 2024 - iopscience.iop.org
These are exciting times for quantum physics as new quantum technologies are expected to
soon transform computing at an unprecedented level. Simultaneously network science is …

Symmetries in quantum networks lead to no-go theorems for entanglement distribution and to verification techniques

K Hansenne, ZP Xu, T Kraft, O Gühne - Nature communications, 2022 - nature.com
Quantum networks are promising tools for the implementation of long-range quantum
communication. The characterization of quantum correlations in networks and their …

Structural balance and random walks on complex networks with complex weights

Y Tian, R Lambiotte - SIAM Journal on Mathematics of Data Science, 2024 - SIAM
Complex numbers define the relationship between entities in many situations. A canonical
example would be the off-diagonal terms in a Hamiltonian matrix in quantum physics …

Complex networks with complex weights

L Böttcher, MA Porter - Physical Review E, 2024 - APS
In many studies, it is common to use binary (ie, unweighted) edges to examine networks of
entities that are either adjacent or not adjacent. Researchers have generalized such binary …

The topological Dirac equation of networks and simplicial complexes

G Bianconi - Journal of Physics: Complexity, 2021 - iopscience.iop.org
We define the topological Dirac equation describing the evolution of a topological wave
function on networks or on simplicial complexes. On networks, the topological wave function …

Identifying key players in complex networks via network entanglement

Y Huang, H Wang, XL Ren, L Lü - Communications Physics, 2024 - nature.com
Empirical networks exhibit significant heterogeneity in node connections, resulting in a few
vertices playing critical roles in various scenarios, including decision-making, viral …