Research output per year
Research output per year
Personal profile
Personal profile
He is a postdoctoral researcher at the Centre de Mathématiques Appliquées (CMAP), École Polytechnique, where he is co-supervised by Mao Fabrice Djete and Huyên Pham within the ANR PEPR project MIRTE.
Previously, he was a postdoctoral researcher at the Laboratoire J.A. Dieudonné, Université Côte d'Azur, where he worked on the ERC project ELISA led by François Delarue.
He obtained his PhD in Mathematical Sciences from the Università degli Studi di Milano under the supervision of Marco Fuhrman.
Research interests
His research focuses on stochastic analysis, optimal control, and partial differential equations. His main interests include mean field control, mean field games, stochastic filtering, and their connections with partial differential equations on spaces of measures.
Fingerprint
Dive into the research topics where Mattia Martini is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
- 1 Similar Profiles
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Research output
- 8 Article
-
Fourier Galerkin approximation of mean field control problems
Delarue, F. & Martini, M., 1 Jan 2025, In: Nonlinear Differential Equations and Applications. 32, 1, 11.Research output: Contribution to journal › Article › peer-review
-
Latent Abstractions in Generative Diffusion Models
Franzese, G., Martini, M., Corallo, G., Papotti, P. & Michiardi, P., 1 Apr 2025, In: Entropy. 27, 4, 371.Research output: Contribution to journal › Article › peer-review
Open Access1 Citation (Scopus) -
Quantitative convergence for mean field control with common noise and degenerate idiosyncratic noise*
Cecchin, A., Daudin, S., Jackson, J. & Martini, M., 1 Jan 2025, In: Electronic Journal of Probability. 30, 173.Research output: Contribution to journal › Article › peer-review
Open Access2 Citations (Scopus) -
Kolmogorov equations on the space of probability measures associated to the nonlinear filtering equation: the viscosity approach
Martini, M., 1 Jan 2024, In: Stochastic Analysis and Applications. 42, 6, p. 987-999 13 p.Research output: Contribution to journal › Article › peer-review
-
Kolmogorov equations on spaces of measures associated to nonlinear filtering processes
Martini, M., 1 Jul 2023, In: Stochastic Processes and their Applications. 161, p. 385-423 39 p.Research output: Contribution to journal › Article › peer-review
Open Access8 Citations (Scopus) -
On smooth approximations in the Wasserstein space
Cosso, A. & Martini, M., 1 Jan 2023, In: Electronic Communications in Probability. 28, 30.Research output: Contribution to journal › Article › peer-review
Open Access7 Citations (Scopus) -
Time-inconsistent mean-field optimal stopping: A limit approach
Djehiche, B. & Martini, M., 1 Dec 2023, In: Journal of Mathematical Analysis and Applications. 528, 1, 127582.Research output: Contribution to journal › Article › peer-review
Open Access2 Citations (Scopus) -
Numerical methods for a system of coupled Cahn-Hilliard equations
Martini, M. & Sodini, G. E., 1 Jan 2021, In: Communications in Applied and Industrial Mathematics. 12, 1, p. 1-12 12 p.Research output: Contribution to journal › Article › peer-review
Open Access2 Citations (Scopus)