activity
20092024
most citedComparative analysis of two discretizations of Ricci curvature for complex networks

121 citations · 199 across the 7 of their papers we have counts for

collaborators

7 papers

physics.soc-ph2024

Exploring the space of graphs with fixed discrete curvatures

Michelle Roost, Karel Devriendt, Giulio Zucal +1

Discrete curvatures are quantities associated to the nodes and edges of a graph that reflect the local geometry around them. These curvatures have a rich mathematical theory and th…

math.DG2023

Lipschitz regularity of sub-elliptic harmonic maps into CAT(0) spaces

Renan Assimos, Yaoting Gui, Jürgen Jost

We prove the local Lipschitz continuity of sub-elliptic harmonic maps between certain singular spaces, more specifically from the -dimensional Heisenberg group into spa…

math.CO2021★ 5 cited

Petals and Books: The largest Laplacian spectral gap from 1

Jürgen Jost, Raffaella Mulas, Dong Zhang

We prove that, for any connected graph on vertices, the spectral gap from the value with respect to the normalized Laplacian is at most . Moreover, we show that…

math.DG2017★ 121 cited

Comparative analysis of two discretizations of Ricci curvature for complex networks

Areejit Samal, R. P. Sreejith, Jiao Gu +3

We have performed an empirical comparison of two distinct notions of discrete Ricci curvature for graphs or networks, namely, the Forman-Ricci curvature and Ollivier-Ricci curvatur…

q-bio.MN2016★ 42 cited

Systematic evaluation of a new combinatorial curvature for complex networks

R. P. Sreejith, Jürgen Jost, Emil Saucan +1

We have recently introduced Forman's discretization of Ricci curvature to the realm of complex networks. Forman curvature is an edge-based measure whose mathematical definition ele…

math.CO2011★ 17 cited

Ollivier-Ricci curvature and the spectrum of the normalized graph Laplace operator

Frank Bauer, Jürgen Jost, Shiping Liu

We prove the following estimate for the spectrum of the normalized Laplace operator on a finite graph , \begin{equation*}1- (1- k[t])^{\frac{1}{t}}\leq λ_1 \leq \cdots \leq…

math.CO2009★ 14 cited

Bipartite and neighborhood graphs and the spectrum of the normalized graph Laplacian

Frank Bauer, Jürgen Jost

We study the spectrum of the normalized Laplace operator of a connected graph . As is well known, the smallest nontrivial eigenvalue measures how difficult it is to decompose $Γ…