PPDONet: Deep Operator Networks for Fast Prediction of Steady-State
Solutions in Disk-Planet Systems

PPDONet: Deep Operator Networks for Fast Prediction of Steady-State Solutions in Disk-Planet Systems

18 May 2023

Papers citing "PPDONet: Deep Operator Networks for Fast Prediction of Steady-State Solutions in Disk-Planet Systems"

12 / 12 papers shown

Title
Cauchy Random Features for Operator Learning in Sobolev Space Chunyang Liao Deanna Needell Hayden Schaeffer 34 0 0 01 Mar 2025
Conformalized Prediction of Post-Fault Voltage Trajectories Using Pre-trained and Finetuned Attention-Driven Neural Operators Amirhossein Mollaali Gabriel Zufferey Gonzalo E. Constante-Flores Christian Moya Can Li Guang Lin Meng Yue 42 85 0 31 Oct 2024
Disk2Planet: A Robust and Automated Machine Learning Tool for Parameter Inference in Disk-Planet Systems S. Mao R. Dong K. M. Yi Lu Lu Sifan Wang P. Perdikaris 14 1 0 25 Sep 2024
Efficient and generalizable nested Fourier-DeepONet for three-dimensional geological carbon sequestration Jonathan E. Lee Min Zhu Ziqiao Xi Kun Wang Yanhua O. Yuan Lu Lu AI4CE 21 3 0 25 Sep 2024
BiLO: Bilevel Local Operator Learning for PDE inverse problems Ray Zirui Zhang Xiaohui Xie John S. Lowengrub 68 1 0 27 Apr 2024
Towards a Foundation Model for Partial Differential Equations: Multi-Operator Learning and Extrapolation Jingmin Sun Yuxuan Liu Zecheng Zhang Hayden Schaeffer AI4CE 25 14 0 18 Apr 2024
MODNO: Multi Operator Learning With Distributed Neural Operators Zecheng Zhang 35 6 0 03 Apr 2024
Conformalized-DeepONet: A Distribution-Free Framework for Uncertainty Quantification in Deep Operator Networks Christian Moya Amirhossein Mollaali Zecheng Zhang Lu Lu Guang Lin UQCV 47 17 0 23 Feb 2024
A Mathematical Guide to Operator Learning Nicolas Boullé Alex Townsend 29 36 0 22 Dec 2023
D2NO: Efficient Handling of Heterogeneous Input Function Spaces with Distributed Deep Neural Operators Zecheng Zhang Christian Moya Lu Lu Guang Lin Hayden Schaeffer 16 11 0 29 Oct 2023
Fourier-DeepONet: Fourier-enhanced deep operator networks for full waveform inversion with improved accuracy, generalizability, and robustness Min Zhu Shihang Feng Youzuo Lin Lu Lu 14 60 0 26 May 2023
Fourier-MIONet: Fourier-enhanced multiple-input neural operators for multiphase modeling of geological carbon sequestration Zhongyi Jiang Min Zhu Dongzhuo Li Qiuzi Li Yanhua O. Yuan Lu Lu AI4CE 46 49 0 08 Mar 2023