Cyril Furtlehner

Physics of smectic membranes

P. Pierański, L. Beliard, J.-Ph. Tournellec et al. · Physica A Statistical Mechanics and its Applications · 1993 · 191 citations

Membrane Structure, Membrane Formation, Engineering +4

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

Data Stream Clustering With Affinity Propagation

Xiangliang Zhang, Cyril Furtlehner, Cécile Germain‐Renaud et al. · IEEE Transactions on Knowledge and Data Engineering · 2013 · 93 citations

Cluster Computing, Engineering, Network Analysis +17

Thermodynamics of Restricted Boltzmann Machines and Related Learning Dynamics

Aurélien Decelle, Giancarlo Fissore, Cyril Furtlehner · Journal of Statistical Physics · 2018 · 53 citations · Full text

Engineering, Machine Learning, Entropy +4

Spectral dynamics of learning in restricted Boltzmann machines

Aurélien Decelle, Giancarlo Fissore, Cyril Furtlehner · Europhysics Letters (EPL) · 2017 · 46 citations · Full text