A hands-on tutorial on network and topological neuroscience
The brain is an extraordinarily complex system that facilitates the optimal integration of
information from different regions to execute its functions. With the recent advances in …
information from different regions to execute its functions. With the recent advances in …
Topological phase transitions in functional brain networks
Functional brain networks are often constructed by quantifying correlations between time
series of activity of brain regions. Their topological structure includes nodes, edges …
series of activity of brain regions. Their topological structure includes nodes, edges …
[HTML][HTML] Topological characteristics of grain boundary networks during severe plastic deformations of copper alloys
The grain boundary character distribution strongly affects the properties of polycrystalline
materials. Grain boundaries of similar characters form networks, whose topological …
materials. Grain boundaries of similar characters form networks, whose topological …
Using topological data analysis (TDA) and persistent homology to analyze the stock markets in Singapore and Taiwan
In recent years, persistent homology (PH) and topological data analysis (TDA) have gained
increasing attention in the fields of shape recognition, image analysis, data analysis …
increasing attention in the fields of shape recognition, image analysis, data analysis …
[HTML][HTML] From Geometry of Hamiltonian Dynamics to Topology of Phase Transitions: A Review
In this review work, we outline a conceptual path that, starting from the numerical
investigation of the transition between weak chaos and strong chaos in Hamiltonian systems …
investigation of the transition between weak chaos and strong chaos in Hamiltonian systems …
Topological data analysis of continuum percolation with disks
We study continuum percolation with disks, a variant of continuum percolation in two-
dimensional Euclidean space, by applying tools from topological data analysis. We interpret …
dimensional Euclidean space, by applying tools from topological data analysis. We interpret …
Why we should use topological data analysis in ageing: towards defining the “topological shape of ageing”
Living systems are subject to the arrow of time; from birth, they undergo complex
transformations (self-organization) in a constant battle for survival, but inevitably ageing and …
transformations (self-organization) in a constant battle for survival, but inevitably ageing and …
Understanding changes in the topology and geometry of financial market correlations during a market crash
In econophysics, the achievements of information filtering methods over the past 20 years,
such as the minimal spanning tree (MST) by Mantegna and the planar maximally filtered …
such as the minimal spanning tree (MST) by Mantegna and the planar maximally filtered …
On the origin of phase transitions in the absence of symmetry-breaking
In this paper we investigate the Hamiltonian dynamics of a lattice gauge model in three
spatial dimensions. Our model Hamiltonian is defined on the basis of a continuum version of …
spatial dimensions. Our model Hamiltonian is defined on the basis of a continuum version of …
Topological theory of phase transitions
The investigation of the Hamiltonian dynamical counterpart of phase transitions, combined
with the Riemannian geometrization of Hamiltonian dynamics, has led to a preliminary …
with the Riemannian geometrization of Hamiltonian dynamics, has led to a preliminary …