Computing Histogram of Tensor Images Using Orthogonal Series Density Estimation and Riemannian Metrics. - Emmanuel Chevallier; Augustin Chevallier; Jesús Angulo (ICPR, 2014)

N-ary Mathematical Morphology. - Emmanuel Chevallier; Augustin Chevallier; Jesús Angulo (Math. Morphol. Theory Appl., 2016)

Pathwise Error Bounds in Multiscale Variable Splitting Methods for Spatial Stochastic Kinetics. - Augustin Chevallier; Stefan Engblom (SIAM J. Numer. Anal., 2018)

Random walks for estimating densities of states and the volume of convex bodies in high dimensional spaces. (Marches aléatoires pour l'estimation de densités d'états et de volume de convexes en grande dimension). - Augustin Chevallier (2019)

Wang-Landau algorithm: An adapted random walk to boost convergence. - Augustin Chevallier; Frédéric Cazals (J. Comput. Phys., 2020)

Efficient computation of the the volume of a polytope in high-dimensions using Piecewise Deterministic Markov Processes. - Augustin Chevallier; Frédéric Cazals; Paul Fearnhead (AISTATS, 2022)

Continuously Tempered PDMP samplers. - Matthew Sutton; Robert Salomone; Augustin Chevallier; Paul Fearnhead (NeurIPS, 2022)

Improved polytope volume calculations based on Hamiltonian Monte Carlo with boundary reflections and sweet arithmetics. - Frédéric Cazals; Augustin Chevallier; Sylvain Pion (J. Comput. Geom., 2022)

NuZZ: Numerical Zig-Zag for general models. - Filippo Pagani; Augustin Chevallier; Sam Power; Thomas A. House; Simon L. Cotter (Stat. Comput., 2024)