Convergence of the Graph Allen–Cahn Scheme

Multiclass Data Segmentation Using Diffuse Interface Methods on Graphs

(2014) Cristina Garcia-Cardona et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Mean Curvature, Threshold Dynamics, and Phase Field Theory on Finite Graphs

(2014) Yves van Gennip et al.   Milan Journal of Mathematics

A Method Based on Total Variation for Network Modularity Optimization Using the MBO Scheme

(2013) Huiyi Hu et al.   SIAM JOURNAL ON APPLIED MATHEMATICS

An MBO Scheme on Graphs for Classification and Image Processing

(2013) Ekaterina Merkurjev et al.   SIAM Journal on Imaging Sciences

Inference of Kinetic Ising Model on Sparse Graphs

(2012) Pan Zhang   JOURNAL OF STATISTICAL PHYSICS

Diffuse Interface Models on Graphs for Classification of High Dimensional Data

(2012) Andrea L. Bertozzi et al.   MULTISCALE MODELING & SIMULATION

Message-Passing Algorithms for Inference and Optimization

(2011) Jonathan S. Yedidia   JOURNAL OF STATISTICAL PHYSICS

Cahn–Hilliard Inpainting and a Generalization for Grayvalue Images

(2009) Martin Burger et al.   SIAM Journal on Imaging Sciences

Consistency of spectral clustering

(2008) Ulrike von Luxburg et al.   ANNALS OF STATISTICS

Benchmark graphs for testing community detection algorithms

(2008) Andrea Lancichinetti et al.   PHYSICAL REVIEW E

The physics of networks

(2008) Mark Newman   PHYSICS TODAY

Community structure in Congressional cosponsorship networks

(2007) Yan Zhang et al.   PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS