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Dive into the research topics where Gabriel Stoltz is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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HOW TO CONSTRUCT EXPLICIT DECAY RATES FOR KINETIC FOKKER-PLANCK EQUATIONS?
Brigati, G. & Stoltz, G., 1 Jan 2025, In: SIAM Journal on Mathematical Analysis. 57, 4, p. 3587-3622 36 p.Research output: Contribution to journal › Article › peer-review
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Improving sampling by modifying the effective diffusion
Lelièvre, T., Santet, R. & Stoltz, G., 5 Nov 2025, In: Journal of Computational Physics. 541, 114313.Research output: Contribution to journal › Article › peer-review
Open Access -
Machine learning assisted canonical sampling (MLACS)
Castellano, A., Béjaud, R., Richard, P., Nadeau, O., Duval, C., Geneste, G., Antonius, G., Bouchet, J., Levitt, A., Stoltz, G. & Bottin, F., 1 Nov 2025, In: Computer Physics Communications. 316, 109730.Research output: Contribution to journal › Article › peer-review
Open Access -
Sampling metastable systems using collective variables and Jarzynski–Crooks paths
Schönle, C., Gabrié, M., Lelièvre, T. & Stoltz, G., 15 Apr 2025, In: Journal of Computational Physics. 527, 113806.Research output: Contribution to journal › Article › peer-review
Open Access -
Transient Subtraction: A Control Variate Method for Computing Transport Coefficients
Spacek, R., Monmarché, P. & Stoltz, G., 1 Apr 2025, In: Journal of Statistical Physics. 192, 4, 53.Research output: Contribution to journal › Article › peer-review
Open Access -
Uniform minorization condition and convergence bounds for discretizations of kinetic Langevin dynamics
Durmus, A., Enfroy, A., Moulines, É. & Stoltz, G., 1 Feb 2025, In: Annales de l'institut Henri Poincare (B) Probability and Statistics. 61, 1, p. 629-664 36 p.Research output: Contribution to journal › Article › peer-review
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Analyzing Multimodal Probability Measures with Autoencoders
Lelièvre, T., Pigeon, T., Stoltz, G. & Zhang, W., 21 Mar 2024, In: Journal of Physical Chemistry B. 128, 11, p. 2607-2631 25 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Error Estimates and Variance Reduction for Nonequilibrium Stochastic Dynamics
Stoltz, G., 1 Jan 2024, Monte Carlo and Quasi-Monte Carlo Methods - MCQMC 2022. Hinrichs, A., Pillichshammer, F. & Kritzer, P. (eds.). Springer, p. 163-187 25 p. (Springer Proceedings in Mathematics and Statistics; vol. 460).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
Fixing the Flux: A Dual Approach to Computing Transport Coefficients
Blassel, N. & Stoltz, G., 1 Feb 2024, In: Journal of Statistical Physics. 191, 2, 17.Research output: Contribution to journal › Article › peer-review
Open Access -
Unbiasing Hamiltonian Monte Carlo Algorithms for a General Hamiltonian Function
Lelièvre, T., Santet, R. & Stoltz, G., 1 Jan 2024, (Accepted/In press) In: Foundations of Computational Mathematics.Research output: Contribution to journal › Article › peer-review
Open Access