Cover Image

Deterministic diffusion models for Lagrangian turbulence: robustness and encoding of extreme events

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Li, Tianyi, Tuteri, Flavio, Buzzicotti, Michele, Bonaccorso, Fabio, Biferale, Luca
Format:	Preprint
Published:	2025
Subjects:	Fluid Dynamics
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Generative diffusion models for synthetic trajectories of heavy and light particles in turbulence
by: Li, Tianyi, et al.
Published: (2024)

TURB-Lagr. A database of 3d Lagrangian trajectories in homogeneous and isotropic turbulence
by: Biferale, Luca, et al.
Published: (2023)

Physics-Constrained Diffusion Model for Synthesis of 3D Turbulent Data
by: Li, Tianyi, et al.
Published: (2026)

Stochastic Reconstruction of Gappy Lagrangian Turbulent Signals by Conditional Diffusion Models
by: Li, Tianyi, et al.
Published: (2024)

Synthetic Lagrangian Turbulence by Generative Diffusion Models
by: Li, Tianyi, et al.
Published: (2023)

Solver-in-the-loop approach to closure of shell models of turbulence
by: Freitas, André, et al.
Published: (2024)

Scale invariance of intermittency in LES turbulence
by: Magacho, B., et al.
Published: (2025)

TURB-Smoke. A database of Lagrangian pollutants emitted from point-sources and dispersed in turbulent flows
by: Biferale, Luca, et al.
Published: (2025)

TURB-MHD: an open-access database of forced homogeneous magnetohydrodynamic turbulence
by: Capocci, Damiano, et al.
Published: (2025)

A posteriori closure of turbulence models: are symmetries preserved?
by: Freitas, André, et al.
Published: (2025)

TURB-Hel: an open-access database of helically forced homogeneous and isotropic turbulence
by: Biferale, Luca, et al.
Published: (2024)

TURB-Scalar. A large database of passive scalar fields advected by 2D Navier-Stokes in the turbulent inverse cascade regime
by: Calascibetta, Chiara, et al.
Published: (2025)

Extreme statistics and extreme events in dynamical models of turbulence
by: de Wit, Xander M., et al.
Published: (2024)

Hidden symmetry in passive scalar advected by 2D Navier-Stokes turbulence
by: Calascibetta, Chiara, et al.
Published: (2025)

Turbulent pair dispersion with Stochastic Generative Diffusion Models
by: Pantea, Andrei, et al.
Published: (2026)

Lagrangian analysis of turbulent blood flow in the human left heart
by: Guglietta, Fabio, et al.
Published: (2025)

Long-time evolution of density layers and interfaces in forced stably-stratified flows
by: Cocciaglia, Niccolo, et al.
Published: (2025)

Generation of cosmic ray trajectories by a Diffusion Model trained on test particles in 3D magnetohydrodynamic turbulence
by: Martin, Johannes, et al.
Published: (2024)

Fluctuations around Turbulence Models
by: Tuteri, Flavio, et al.
Published: (2025)

Multi-branch Shell Models of Two-Dimensional Turbulence exhibit Dual Energy-Enstrophy Cascades
by: Tuteri, Flavio, et al.
Published: (2026)

Ensemble of Fixed Points in Multi-branch Shell Models of Turbulent Cascades
by: Tuteri, Flavio, et al.
Published: (2026)

Towards extreme event prediction of turbulent flows with quantized local reduced-order models
by: Colanera, Antonio, et al.
Published: (2025)

Exploring Bayesian olfactory search in realistic turbulent flows
by: Heinonen, Robin A., et al.
Published: (2025)

Optimal trajectories for Bayesian olfactory search in turbulent flows: the low information limit and beyond
by: Heinonen, Robin A., et al.
Published: (2024)

Super-resolution of satellite-derived SST data via Generative Adversarial Networks
by: Fanelli, Claudia, et al.
Published: (2025)

Intermittency suppression in turbulence via forced light particles
by: Freitas, André, et al.
Published: (2025)

On the importance of stochasticity in closures of turbulence
by: Freitas, André, et al.
Published: (2026)

Precursors of extreme events and critical transitions
by: Consonni, Riccardo, et al.
Published: (2026)

Lagrangian irreversibility and energy exchanges in rotating-stratified turbulent flows
by: Gallon, Sebastian, et al.
Published: (2024)

Inferring the Turbulent Breakup of Colloidal Aggregates Using Graph Neural Networks
by: Buzzicotti, Michele, et al.
Published: (2026)

Universality of extreme events in turbulent flows
by: Buaria, Dhawal, et al.
Published: (2024)

Lagrangian chaos and the enstrophy cascade in Ekman-Navier-Stokes two-dimensional turbulence
by: Ventrella, Francesco Michele, et al.
Published: (2025)

Lagrangian dispersion in experimental stratified turbulence
by: Magnier, Maelys, et al.
Published: (2026)

Many wrong models approach to localize an odor source in turbulence with static sensors
by: Piro, Lorenzo, et al.
Published: (2024)

Multi-Scale Data Assimilation in Turbulent Models
by: Fossella, Francesco, et al.
Published: (2025)

Velocity alignment explains Lagrangian irreversibility in turbulence
by: Shnapp, Ron
Published: (2025)

Hierarchy of extreme-event predictability in turbulence revealed by machine learning
by: Yang, Yuxuan, et al.
Published: (2026)

Experimental investigation into Lagrangian statistics of droplets in homogeneous isotropic turbulence
by: Li, Lu, et al.
Published: (2026)

Dissecting coherent motions in extreme wall shear stress events within adverse pressure gradient turbulent boundary layers
by: Silva, Leandro J. O., et al.
Published: (2025)

Eulerian-Lagrangian scaling of the Lyapunov exponent in homogeneous turbulence
by: Ge, Jin, et al.
Published: (2025)