Multi-fidelity prediction of fluid flow and temperature field based on transfer learning using Fourier Neural Operator

14 April 2023

Papers citing "Multi-fidelity prediction of fluid flow and temperature field based on transfer learning using Fourier Neural Operator"

8 / 8 papers shown

Title
A novel Fourier neural operator framework for classification of multi-sized images: Application to three dimensional digital porous media Ali Kashefi T. Mukerji AI4CE 38 4 0 18 Feb 2024
PDE Generalization of In-Context Operator Networks: A Study on 1D Scalar Nonlinear Conservation Laws Liu Yang Stanley J. Osher AI4CE 48 18 0 14 Jan 2024
Evaluation of Deep Neural Operator Models toward Ocean Forecasting Ellery Rajagopal Anantha N.S. Babu Tony Ryu P. Haley C. Mirabito Pierre FJ Lermusiaux AI4Cl AI4CE 14 1 0 22 Aug 2023
Multi-fidelity Fourier Neural Operator for Fast Modeling of Large-Scale Geological Carbon Storage Hewei Tang Qingkai Kong Joseph P. Morris AI4CE 29 10 0 17 Aug 2023
Towards Foundation Models for Scientific Machine Learning: Characterizing Scaling and Transfer Behavior Shashank Subramanian P. Harrington Kurt Keutzer W. Bhimji Dmitriy Morozov Michael W. Mahoney A. Gholami AI4CE 28 71 0 01 Jun 2023
In-Context Operator Learning with Data Prompts for Differential Equation Problems Liu Yang Siting Liu Tingwei Meng Stanley J. Osher 40 59 0 17 Apr 2023
Global field reconstruction from sparse sensors with Voronoi tessellation-assisted deep learning Kai Fukami R. Maulik Nesar Ramachandra K. Fukagata Kunihiko Taira 47 143 0 03 Jan 2021
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 220 2,287 0 18 Oct 2020