Synthetic Lagrangian Turbulence by Generative Diffusion Models

Synthetic Lagrangian Turbulence by Generative Diffusion Models

17 July 2023

M. A. Scarpolini

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 23 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 32 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 19 5 0 10 Nov 2023
The Universal Statistical Structure and Scaling Laws of Chaos and Turbulence Noam Levi Yaron Oz AI4CE 21 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 24 1 0 31 Jul 2023