Diffusion model based data generation for partial differential equations

19 June 2023

Papers citing "Diffusion model based data generation for partial differential equations"

6 / 6 papers shown

Title
Generating Physical Dynamics under Priors Zihan Zhou Xiaoxue Wang Tianshu Yu DiffM AI4CE 77 0 0 01 Sep 2024
Diffusion models as probabilistic neural operators for recovering unobserved states of dynamical systems Katsiaryna Haitsiukevich O. Poyraz Pekka Marttinen Alexander Ilin DiffM 61 2 0 11 May 2024
Manifold-Guided Lyapunov Control with Diffusion Models Amartya Mukherjee Thanin Quartz Jun Liu 66 0 0 26 Mar 2024
Denoising Diffusion Restoration Tackles Forward and Inverse Problems for the Laplace Operator Amartya Mukherjee M. Stadt Lena Podina Mohammad Kohandel Jun Liu DiffM 36 0 0 13 Feb 2024
Bayesian Conditional Diffusion Models for Versatile Spatiotemporal Turbulence Generation Han Gao Xu Han Xiantao Fan Luning Sun Liping Liu Lian Duan Jian-Xun Wang DiffM AI4CE 53 21 0 14 Nov 2023
Fourier Neural Operator for Parametric Partial Differential Equations Zong-Yi Li Nikola B. Kovachki Kamyar Azizzadenesheli Burigede Liu K. Bhattacharya Andrew M. Stuart Anima Anandkumar AI4CE 277 2,342 0 18 Oct 2020