Uncertainty Quantification for Markov Random Fields P Birmpa, MA Katsoulakis SIAM/ASA Journal on Uncertainty Quantification 9 (4), 1457-1498, 2021 | 4 | 2021 |
Large deviations for the macroscopic motion of an interface P Birmpa, N Dirr, D Tsagkarogiannis Journal of Statistical Physics 166, 1163-1192, 2017 | 4 | 2017 |
Action minimization and macroscopic interface motion under forced displacement P Birmpa, D Tsagkarogiannis ESAIM: COCV 24, 765 - 792, 2018 | 3 | 2018 |
Lipschitz-regularized gradient flows and generative particle algorithms for high-dimensional scarce data H Gu, P Birmpa, Y Pantazis, L Rey-Bellet, MA Katsoulakis arXiv preprint arXiv:2210.17230, 2022 | 2 | 2022 |
Lipschitz-regularized gradient flows and generative particle algorithms for high-dimensional scarce data H Gu, P Birmpa, Y Pantazis, L Rey-Bellet, MA Katsoulakis SIAM Journal on Mathematics of Data Science 6 (4), 1205-1235, 2024 | 1 | 2024 |
Model Uncertainty and Correctability for Directed Graphical Models P Birmpa, J Feng, MA Katsoulakis, L Rey-Bellet SIAM/ASA Journal on Uncertainty Quantification 10 (4), 1461-1512, 2022 | 1 | 2022 |
On Non-equilibrium Fluctuations for the Stirring Process with Births and Deaths P Birmpa, P Gonçalves, D Tsagkarogiannis From Particle Systems to Partial Differential Equations: International ¡K, 2021 | | 2021 |
Quantification of Mesoscopic and Macroscopic Fluctuations in Interacting Particle Systems P Birmpa University of Sussex, 2018 | | 2018 |