Sampling in high dimension
C. Andrieu, A. Durmus, N. Nüsken and J. Roussel, Hypercoercivity of Piecewise Deterministic Markov Process-Monte Carlo, arXiv:1808.08592 (2018) preprint
J. Roussel and G. Stoltz, A perturbative approach to control variates in molecular dynamics, arXiv:1712.08022 (2017) preprint
J. Roussel and G. Stoltz, Spectral methods for Langevin dynamics and associated error estimates, (to appear in M2AN) arXiv:1702.04718 (2017) preprint
Open quantum systems
C. Le Bris, P. Rouchon, J. Roussel, Adaptive low-rank approximation and denoised Monte-Carlo approach for high-dimensional Lindblad equations, Phys. Rev. A 92, 062126 (2015) preprint
J. Roussel, Approximation de rang réduit et réduction de variance en Monte-Carlo pour l’équation de Lindblad en grande dimension, HAL (2015) preprint
Shock waves and coarse-grained dynamics
G. Faure, J. Roussel, J.-B. Maillet and G. Stoltz, Size consistency in Smoothed Dissipative Particle Dynamics, Phys. Rev. E 94 043305 (2016) preprint
A.-A. Homman, J.-B. Maillet, J. Roussel and G. Stoltz, New parallelizable schemes for integrating the Dissipative Particle Dynamics with Energy Conservation, J. Chem. Phys. 144, 024112 (2016) preprint
