publications

publications by categories in reversed chronological order. generated by jekyll-scholar.

2026

  1. Physics-constrained diffusion model for synthesis of 3D turbulent data
    Tianyi Li, Michele Buzzicotti, Fabio Bonaccorso, and 1 more author
    arXiv preprint arXiv:2603.12834, 2026

2025

  1. Stochastic reconstruction of gappy Lagrangian turbulent signals by conditional diffusion models
    Tianyi Li, Luca Biferale, Fabio Bonaccorso, and 2 more authors
    Communications Physics, 2025

2024

  1. Synthetic Lagrangian turbulence by generative diffusion models
    Tianyi Li, Luca Biferale, Fabio Bonaccorso, and 2 more authors
    Nature Machine Intelligence, 2024
  2. Generative diffusion models for synthetic trajectories of heavy and light particles in turbulence
    Tianyi Li, Samuele Tommasi, Michele Buzzicotti, and 2 more authors
    International Journal of Multiphase Flow, 2024

2023

  1. Multi-scale reconstruction of turbulent rotating flows with proper orthogonal decomposition and generative adversarial networks
    Tianyi Li, Michele Buzzicotti, Luca Biferale, and 3 more authors
    Journal of Fluid Mechanics, 2023