A review on turbulent and vortical flow analyses via complex networks

G Iacobello, L Ridolfi, S Scarsoglio - Physica A: Statistical Mechanics and …, 2021 - Elsevier
Turbulent and vortical flows are ubiquitous and their characterization is crucial for the
understanding of several natural and industrial processes. Among different techniques to …

Complex networks unveiling spatial patterns in turbulence

S Scarsoglio, G Iacobello, L Ridolfi - International Journal of …, 2016 - World Scientific
Numerical and experimental turbulence simulations are nowadays reaching the size of the
so-called big data, thus requiring refined investigative tools for appropriate statistical …

Spatial characterization of turbulent channel flow via complex networks

G Iacobello, S Scarsoglio, JGM Kuerten, L Ridolfi - Physical Review E, 2018 - APS
A network-based analysis of a turbulent channel flow numerically solved at Re τ= 180 is
proposed as an innovative perspective for the spatial characterization of the flow field. Two …

The application of complex network time series analysis in turbulent heated jets

AΚ Charakopoulos, TE Karakasidis… - … Journal of Nonlinear …, 2014 - pubs.aip.org
In the present study, we applied the methodology of the complex network-based time series
analysis to experimental temperature time series from a vertical turbulent heated jet. More …

Lagrangian network analysis of turbulent mixing

G Iacobello, S Scarsoglio, JGM Kuerten… - Journal of Fluid …, 2019 - cambridge.org
A temporal complex network-based approach is proposed as a novel formulation to
investigate turbulent mixing from a Lagrangian viewpoint. By exploiting a spatial proximity …

Identifying vortical network connectors for turbulent flow modification

MG Meena, K Taira - Journal of Fluid Mechanics, 2021 - cambridge.org
We introduce a network (graph) theoretic community-based framework to extract vortical
structures that serve the role of connectors for the vortical interactions in two-and three …

Network structure of two-dimensional decaying isotropic turbulence

K Taira, AG Nair, SL Brunton - Journal of Fluid Mechanics, 2016 - cambridge.org
The present paper reports on our effort to characterize vortical interactions in complex fluid
flows through the use of network analysis. In particular, we examine the vortex interactions in …

[HTML][HTML] Visibility graph analysis of wall turbulence time-series

G Iacobello, S Scarsoglio, L Ridolfi - Physics Letters A, 2018 - Elsevier
The spatio-temporal features of the velocity field of a fully-developed turbulent channel flow
are investigated through the natural visibility graph (NVG) method, which is able to fully map …

[HTML][HTML] Network-based analysis of fluid flows: Progress and outlook

K Taira, AG Nair - Progress in Aerospace Sciences, 2022 - Elsevier
The network of interactions among fluid elements and coherent structures gives rise to the
incredibly rich dynamics of vortical flows. These interactions can be described with the use …

[HTML][HTML] Coherent structures in wall-bounded turbulence

DJC Dennis - Anais da Academia Brasileira de Ciências, 2015 - SciELO Brasil
The inherent difficulty of understanding turbulence has led to researchers attacking the topic
in many different ways over the years of turbulence research. Some approaches have been …