Restricted Boltzmann Machine and statistical physics

Application to Bioinformatics

Cosmology: application of inference and machine learning

Spin Glasses, sampling, optimization and Machine Learning

Ising inverse problem

Inference in complex network

Smart grid and Message-passing

Bouncing droplets

PhD Thesis: Statistical physics of disordered networks ~ Spin Glasses on hierarchical lattices and community inference on random graphs (2012)