activity
20212026
most citedSynthetic Lagrangian Turbulence by Generative Diffusion Models

58 citations · 61 across the 5 of their papers we have counts for

collaborators

6 papers

math.AP2026

A Compressible Miles Instability for Wind-Wave Generation in a Neutral Atmosphere

Tianyi Li

We study the normal-mode stability of a flat interface between compressible Euler flow in the air and incompressible Euler flow in the water, including gravity and surface tension.…

physics.flu-dyn2024★ 1 cited

A theoretical study of the upper bound of surface elevation variance in the Phillips initial stage during wind-wave generation

Tianyi Li, Lian Shen

The resonance mechanism in the initial stage of wind-wave generation proposed by Phillips (J. Fluid Mech., vol. 2, 1957, 417$\unicode{x2013}$445) is a foundation of wind-wave gener…

physics.flu-dyn2023★ 58 cited

Synthetic Lagrangian Turbulence by Generative Diffusion Models

Tianyi Li, Luca Biferale, Fabio Bonaccorso +2

Lagrangian turbulence lies at the core of numerous applied and fundamental problems related to the physics of dispersion and mixing in engineering, bio-fluids, atmosphere, oceans,…

physics.flu-dyn2023

Evolution of a Stratified Turbulent Cloud under Rotation

Tianyi Li, Minping Wan, Shiyi Chen

Localized turbulence is common in geophysical flows, where the roles of rotation and stratification are paramount. In this study, we investigate the evolution of a stratified turbu…

physics.flu-dyn2022

Evolution of Wave Characteristics during Wind-Wave Generation

Tianyi Li, Lian Shen

The generation of ocean surface waves by wind is a classic fluid mechanics problem whose theoretical study dates back to 1957, when the two seminal papers by Phillips and Miles wer…

physics.flu-dyn2021★ 2 cited

Study of Nonlinear Interaction between Waves and Ocean Currents Using High-Fidelity Simulation and Machine Learning

Tianyi Li, Anqing Xuan, Lian Shen

Modeling ocean surface waves under complex ocean current conditions is of crucial importance to many naval applications. For example, traveling ships and underwater vehicles genera…