3 citations · 4 across the 3 of their papers we have counts for
3 papers
math-ph2023★ 1 cited
Local Max-Entropy and Free Energy Principles, Belief Diffusions and their Singularities
Olivier Peltre
A comprehensive picture of three Bethe-Kikuchi variational principles including their relationship to belief propagation (BP) algorithms on hypergraphs is given. The structure of B…
cs.LG2023★ 3 cited
Equivariant Message Passing Neural Network for Crystal Material Discovery
Astrid Klipfel, Olivier Peltre, Najwa Harrati +3
Automatic material discovery with desired properties is a fundamental challenge for material sciences. Considerable attention has recently been devoted to generating stable crystal…
cond-mat.stat-mech2022
Local Max-Entropy and Free Energy Principles Solved by Belief Propagation
Olivier Peltre
A statistical system is classically defined on a set of microstates by a global energy function , yielding Gibbs probability measures (softmins) …