Generative Learning for Forecasting the Dynamics of Complex Systems

27 February 2024

Papers citing "Generative Learning for Forecasting the Dynamics of Complex Systems"

6 / 6 papers shown

Title
Generative emulation of chaotic dynamics with coherent prior Juan Nathaniel Pierre Gentine AI4TS AI4CE 28 0 0 19 Apr 2025
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
Diffusion-TTA: Test-time Adaptation of Discriminative Models via Generative Feedback Mihir Prabhudesai Tsung-Wei Ke Alexander C. Li Deepak Pathak Katerina Fragkiadaki TTA 24 15 0 27 Nov 2023
Inexpensive High Fidelity Melt Pool Models in Additive Manufacturing Using Generative Deep Diffusion Francis Ogoke Quanliang Liu Olabode T. Ajenifujah Alexander J. Myers Guadalupe Quirarte Jack L. Beuth Jonathan A. Malen A. Farimani AI4CE 65 11 0 15 Nov 2023
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 30 20 0 14 Nov 2023
Fourier Neural Operator with Learned Deformations for PDEs on General Geometries Zong-Yi Li Daniel Zhengyu Huang Burigede Liu Anima Anandkumar AI4CE 108 243 0 11 Jul 2022