Topological Data Analysis
Publications
(2023).
Effective Higher-Order Link Prediction and Reconstruction From Simplicial Complex Embeddings.
(2023).
Higher-order organization of multivariate time series.
Nat. Phys..
(2022).
Connecting Hodge and Sakaguchi-Kuramoto: a mathematical framework for coupled oscillators on simplicial complexes.
Comms. Phys..
(2021).
The physics of higher-order interactions in complex systems.
Nat. Phys..
(2021).
Influential groups for seeding and sustaining nonlinear contagion in heterogeneous hypergraphs.
Arxiv.
(2021).
Simplicial and Topological Descriptions of Human Brain Dynamics.
Net. Neuro..
(2020).
Networks beyond pairwise interactions: structure and dynamics .
Phys. Rep..
(2020).
Homological Scaffold via Minimal Homology Bases.
Arxiv.
(2017).
Navigating features: a topologically informed chart of electromyographic features space.
In JRS Interface.
(2017).
The shape of collaborations.
In EPJ Data Science.
(2017).
Construction of and efficient sampling from the simplicial configuration model.
In Physical Review E.
(2017).
Topological analysis of data [editorial].
In EPJ Data Science.
(2016).
Persistent homology analysis of phase transitions.
In PRE.
(2014).
Homological scaffolds of brain functional networks.
In JRS Int..
(2013).
Topological strata of weighted complex networks.
In PLoS ONE.