For an updated list check my Google Scholar

📝 Preprints

  1. Constructive conditional normalizing flows
    arxiv:2602.08606 (with B. Geshkovski)

  2. A Total Variation Flow Scheme for Ergodic Mean-Field Games
    arXiv:2411.07331 (with D. Kalise and A. Oliviero)

📚 Publications

  1. Perceptrons and localization of attention’s mean-field landscape
    arxiv:2601.21366 (with A. Álvarez-López and B. Geshkovski). Accepted in the International Conference on Machine Learning (ICML 2026)

  2. Attention’s forward pass and Frank-Wolfe
    arxiv:2508.09628 (with A. Alcalde and B. Geshkovski). Accepted in the International Conference on Machine Learning (ICML 2026)

  3. Measure-to-measure interpolation using Transformers
    DOI (with B. Geshkovski and P. Rigollet). Published in Foundations of Computational Mathematics

  4. Constructive approximate transport maps with normalizing flows
    DOI (with A. Álvarez-López and B. Geshkovski). Published in Applied Mathematics & Optimization

  5. Mean-field games for harvesting problems: Uniqueness, long-time behaviour and weak KAM theory
    DOI (with Z. Kobeissi and I. Mazari-Fouquer). Published in Journal of Differential Equations

  6. The tragedy of the commons: A Mean-Field Game approach to the reversal of travelling waves
    DOI (with Z. Kobeissi and I. Mazari). Published in Nonlinearity

  7. Control of Neural transport for Normalizing flows
    DOI (with E. Zuazua). Published in Journal de Mathématiques Pures et Appliquées

  8. Neural ODE control for classification, approximation and transport
    DOI (with E. Zuazua). Published in SIAM Review

  9. Spatial ecology, optimal control and game theoretical fishing problems
    DOI (with I. Mazari). Published in Journal of Mathematical Biology

  10. Constrained control of gene-flow models
    DOI (with I. Mazari and E. Zuazua). Published in Annales de l’Institut Henri Poincaré C, Analyse non linéaire

  11. Control of certain parabolic models from biology and social sciences
    DOI (with E. Zuazua). Published in Mathematical Control and Related Fields

  12. Quantitative stability for eigenvalues of Schrödinger operator, Quantitative bathtub principle & Application to the turnpike property for a bilinear optimal control problem
    DOI (with I. Mazari). Published in SIAM Journal on Mathematical Analysis

  13. Interpolation and approximation via Momentum ResNets and Neural ODEs
    DOI (with E. Affili and E. Zuazua). Published in Systems & Control Letters

  14. A fragmentation phenomenon for a nonenergetic optimal control problem: Optimization of the total population size in logistic diffusive models
    DOI (with I. Mazari). Published in SIAM Journal on Applied Mathematics

  15. Control under constraints for multi-dimensional reaction-diffusion monostable and bistable equations
    DOI (with E. Zuazua). Published in Journal de Mathématiques Pures et Appliquées —

📎 Other

  1. Population Dynamics and the Tragedy of the Commons
    SIAM News, 2024 (with Z. Kobeissi, I. Mazari-Fouquer)

  2. Population dynamics, fisheries and the tragedy of the commons: A first mathematical analysis
    European Communications in Mathematical and Theoretical Biology, 26 (2023)
    (with I. Mazari)

  3. A parabolic approach to the control of opinion spreading
    In Applied Wave Mathematics II, 2019, pp. 343–363
    DOI (with E. Zuazua)