H. Gu, P. Birmpa, Y. Pantazis, L. Rey-Bellet, M. A. Katsoulakis (2023). Lipschitz-regularized gradient flows and generative particle algorithms for high-dimensional scarce data, arXiv:2210.17230.

P. Birmpa, J. Feng, M. A. Katsoulakis, L. Rey-Bellet (2022). Model uncertainty and correctability for directed graphical models. SIAM/ASA Journal on Uncertainty Quantification, 10(4), pp.1461-1512.

P. Birmpa and M. A. Katsoulakis (2021), Uncertainty quantification for Markov random Fields, SIAM/ASA, J. Uncertainty Quantification, 9(4), 1457–1498.

P. Birmpa, P. Goncalves, D Tsagkarogiannis (2021): On non-equilibrium fluctuations for the Stirring process with births and deaths, Particle Systems and Partial Differential Equations VI, VII and VIII, ed. A. J. Soares, C. Bernardin, F. Golse, P. Goncalves, V. Ricci, Springer Proceedings in Mathematics & Statistics.

P. Birmpa, D. Tsagkarogiannis (2018), Action minimization and macroscopic interface motion under forced displacement, ESAIM: COCV, Vol. 24, 2, pp. 765 - 792.

P. Birmpa, N. Dirr, D. Tsagkarogiannis (2017), Large deviations for the macroscopic motion of an interface, J. Stat. Phys., 166 (5). pp. 1163 - 1192.