Publications:

• Turbulence Enhancement of coagulation: the Role of Eddy Diffusion in Velocity –  A.Papini, F.Flandoli, R.Huang. Physica D: Nonlinear Phenomena, Volume 448, 2023. (https://doi.org/10.1016/j.physd.2023.133726 );

• Effect of Transport Noise on Kelvin-Helmholtz instability - F.Flandoli, S.Morlacchi, A.Papini. Stochastic Transport in Upper Ocean Dynamics II. STUOD 2022. Mathematics of Planet Earth, vol 11. Springer, Cham. (https://doi.org/10.1007/978-3-031-40094-0_3 );

• Improving Performance in Neural Networks by Dendrites-Activated Connections - C.Metta, M.Fantozzi, A.Papini, M.Parton, F.Morandin, et all. To appear on Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision. (arxiv.org/abs/2301.00924);

• Smoluchowski Coagulation equation with velocity component – F.Flandoli, R.Huang, A.Papini. To appear in SIAM Journal of Mathematical Analysis. (https://doi.org/10.1137/22M1540594);

• Average dissipation for stochastic transport equations with Lévy noise – F.Flandoli, A.Papini, M. Rehmeier. To appear in Stochastic Transport in Upper Ocean Dynamics II. STUOD 2023. Mathematics of Planet Earth, vol 12. Springer, Cham. (arxiv.org/abs/2402.08461);

• SwitchPath: Enhancing Exploration in Neural Networks Learning Dynamics - A. Di Cecco, A. Papini, C. Metta, M.Parton, F.Morandin, et all. - International Conference on Discovery Science, 2025;

• Increasing biases can be more efficient than increasing weights - C.Metta, M.Fantozzi, A.Papini, M.Parton, F.Morandin, et all. Advances in Data Analysis and Classification, Springer, 2025 (arxiv.org/abs/2301.00924).

Preprints:

• Coagulation Dynamics Under Random Fields: Turbulence Effetcs on Rain – A.Papini (arxiv.org/abs/2111.12584);

• Epidemic Models as Scaling Limits of Individual Dynamics – F.Flandoli, F.Grotto, A.Papini, C.Ricci (arxiv.org/abs/2007.05855);

• Achieving Predictive Precision: Leveraging LSTM and Pseudo Labeling for Volvo's Discovery Challenge at ECML-PKDD 2024 - C .Metta, M. Gregnanin, A. Papini, S.G. Galfrè, et all. (arXiv:2409.13877);

• Eva Optimizer: Escaping Low-Curvature Traps in Deep Learning - A. Di Cecco, C. Metta, A. Papini, L. A. Bianchi, M. Parto, F. Morandin et all. (Submitted); 

• Approximation of Levy-driven stochastic heat equation on the sphere - A. Lang, A. Papini, V. Schwarz (arxiv.org/abs/2507.05005).

Codes:

• Morlacchi S., Papini A., & Flandoli F. (2023). Effect of Transport Noise on Kelvin-Helmholtz instability (Version 1). Zenodo. https://doi.org/10.5281/zenodo.8074376;

• Papini A., Flandoli F., & Huang R. (2023). Turbulence enhancement of coagulation: the role of eddy diffusion in velocity (Version 1). Zenodo. https://doi.org/10.5281/zenodo.8063469

•  Flandoli F., Papini A., Rehmeier M. (2024). Average dissipation for stochastic transport equations with Lévy noise (Version 1). To appear on Zenodo;

• Lang A., Papini A., & Schwarz V. (2025). "Approximation of the Lévy-driven Stochastic hear equation on the sphere" (v1.0). Zenodo. https://doi.org/10.5281/zenodo.15827434  

PhD Thesis:

• Turbulence Enhancement of Coagulating Processes - Papini A.(dx.doi.org/10.25429/papini-andrea_phd2023-12-14).