Aurélien Decelle

Asymptotic analysis of the stochastic block model for modular networks and its algorithmic applications

Aurélien Decelle, Florent Krząkała, Cristopher Moore et al. · Physical Review E · 2011 · 762 citations · Full text

Engineering, Community Mining, Network Analysis +20

Inference and Phase Transitions in the Detection of Modules in Sparse Networks

Aurélien Decelle, Florent Krząkała, Cristopher Moore et al. · Physical Review Letters · 2011 · 387 citations · Full text

Graph Sparsity, Phase Transitions, Engineering +22

Creating artificial human genomes using generative neural networks

Burak Yelmen, Aurélien Decelle, Linda Ongaro et al. · PLoS Genetics · 2021 · 129 citations · Full text

Engineering, Machine Learning, Genetics +19

Pseudolikelihood Decimation Algorithm Improving the Inference of the Interaction Network in a General Class of Ising Models

Aurélien Decelle, Federico Ricci‐Tersenghi · Physical Review Letters · 2014 · 68 citations · Full text

Archimedean lattices in the bound states of wave interacting particles

Antonin Eddi, Aurélien Decelle, Emmanuel Fort et al. · Europhysics Letters (EPL) · 2009 · 61 citations