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cond-mat.stat-mech2011★ 403 cited
Phase transition in the detection of modules in sparse networks
Aurelien Decelle, Florent Krzakala, Cristopher Moore +1
We present an asymptotically exact analysis of the problem of detecting communities in sparse random networks. Our results are also applicable to detection of functional modules, p…
cond-mat.stat-mech2009★ 24 cited
Message Passing for Optimization and Control of Power Grid: Model of Distribution System with Redundancy
Lenka Zdeborová, Aurélien Decelle, Michael Chertkov
We use a power grid model with generators and consumption units to optimize the grid and its control. Each consumer demand is drawn from a predefined finite-size-support di…