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2307.08529
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Synthetic Lagrangian Turbulence by Generative Diffusion Models
17 July 2023
Tianyi Li
Luca Biferale
F. Bonaccorso
M. A. Scarpolini
M. Buzzicotti
DiffM
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Papers citing
"Synthetic Lagrangian Turbulence by Generative Diffusion Models"
11 / 11 papers shown
Title
Generative Latent Neural PDE Solver using Flow Matching
Zijie Li
Anthony Y. Zhou
Amir Barati Farimani
DiffM
AI4CE
67
0
0
28 Mar 2025
From Uncertain to Safe: Conformal Fine-Tuning of Diffusion Models for Safe PDE Control
Peiyan Hu
Xiaowei Qian
Wenhao Deng
Rui Wang
Haodong Feng
...
Tao Zhang
Long Wei
Yue Wang
Zhi-Ming Ma
Tailin Wu
AI4CE
111
0
0
04 Feb 2025
Slim multi-scale convolutional autoencoder-based reduced-order models for interpretable features of a complex dynamical system
P. Teutsch
Philipp Pfeffer
Mohammad Sharifi Ghazijahani
Christian Cierpka
J. Schumacher
Patrick Mäder
AI4CE
25
0
0
06 Jan 2025
Stochastic Reconstruction of Gappy Lagrangian Turbulent Signals by Conditional Diffusion Models
Tianyi Li
Luca Biferale
F. Bonaccorso
M. Buzzicotti
Luca Centurioni
DiffM
35
3
0
31 Oct 2024
DiffBatt: A Diffusion Model for Battery Degradation Prediction and Synthesis
Hamidreza Eivazi
André Hebenbrock
Raphael Ginster
Steffen Blömeke
Stefan H. A. Wittek
Christoph Herrmann
Thomas S. Spengler
Thomas Turek
Andreas Rausch
26
0
0
31 Oct 2024
Data-Driven Stochastic Closure Modeling via Conditional Diffusion Model and Neural Operator
Xinghao Dong
Chuanqi Chen
Jin-Long Wu
DiffM
AI4CE
41
5
0
06 Aug 2024
PiRD: Physics-informed Residual Diffusion for Flow Field Reconstruction
Siming Shan
Pengkai Wang
Song Chen
Jiaxu Liu
Chao Xu
Shengze Cai
AI4CE
DiffM
30
2
0
12 Apr 2024
Mixing Artificial and Natural Intelligence: From Statistical Mechanics to AI and Back to Turbulence
Michael Chertkov
AI4CE
30
2
0
26 Mar 2024
Turbulence Scaling from Deep Learning Diffusion Generative Models
Tim Whittaker
R. Janik
Yaron Oz
DiffM
22
5
0
10 Nov 2023
The Universal Statistical Structure and Scaling Laws of Chaos and Turbulence
Noam Levi
Yaron Oz
AI4CE
24
1
0
02 Nov 2023
A multiscale and multicriteria Generative Adversarial Network to synthesize 1-dimensional turbulent fields
Carlos Granero Belinchon
Manuel Cabeza Gallucci
SyDa
GAN
27
1
0
31 Jul 2023
1