Nicola Farenga

MOX, DMAT, Politecnico di Milano
Office: 233, Building 14 (Nave), 2nd Floor,
    Piazza Leonardo da Vinci, 32,
    20133, Milan, Italy
Email: name.surname at polimi.it
Accounts: scholar, github

Research

  1. On latent dynamics learning in nonlinear reduced order modeling [doi, arXiv]
    N. Farenga, S. Fresca, S. Brivio, A. Manzoni
    Neural Networks, 107146, 2025
  2. Agglomeration of polygonal grids using graph neural networks with applications to multigrid solvers [doi, arXiv, github]
    P.F. Antonietti, N. Farenga, E. Manuzzi, G. Martinelli, L. Saverio
    Computers & Mathematics with Applications 154, 45-57, 2024
  3. Neural latent dynamics models [url, pdf]
    N. Farenga, S. Fresca, A. Manzoni
    The Symbiosis of Deep Learning and Differential Equations II, NeurIPS, 2022

Talks & Presentations

  1. 1st Annual Meeting of EMS activity group on Scientific Machine Learning, Politecnico di Milano, Milan, Italy (Poster)
  2. Minisymposium "Successes and Failures in Scientific Machine Learning", DTE & AICOMAS 2025, Paris, France (Oral)
  3. 3rd Workshop of UMI group on Mathematics for Artificial Intelligence and Machine Learning, University of Bari Aldo Moro, Bari, Italy (Oral)
  4. 2nd Workshop "The Symbiosis of Deep Learning and Differential Equations", NeurIPS 2022, Online (Poster)

Education