Unsupervised Learning of Full-Waveform Inversion: Connecting CNN and
Partial Differential Equation in a Loop

Unsupervised Learning of Full-Waveform Inversion: Connecting CNN and Partial Differential Equation in a Loop

14 October 2021

Sharon X. Huang

Zicheng Liu

Papers citing "Unsupervised Learning of Full-Waveform Inversion: Connecting CNN and Partial Differential Equation in a Loop"

6 / 6 papers shown

Title
A Unified Framework for Forward and Inverse Problems in Subsurface Imaging using Latent Space Translations Naveen Gupta Medha Sawhney Arka Daw Youzuo Lin Anuj Karpatne MedIm AI4CE 35 2 0 15 Oct 2024
SVInvNet: A Densely Connected Encoder-Decoder Architecture for Seismic Velocity Inversion Mojtaba Najafi Khatounabad H. Keles Selma Kadioglu 37 0 0 13 Dec 2023
Inversion of Time-Lapse Surface Gravity Data for Detection of 3D CO $_2$ Plumes via Deep Learning A. Celaya B. Denel Yen Sun Mauricio Araya-Polo A. Price 3DPC 26 10 0 06 Sep 2022
An Intriguing Property of Geophysics Inversion Yinan Feng Yinpeng Chen Shihang Feng Peng Jin Zicheng Liu Youzuo Lin 36 12 0 28 Apr 2022
MLP-Mixer: An all-MLP Architecture for Vision Ilya O. Tolstikhin N. Houlsby Alexander Kolesnikov Lucas Beyer Xiaohua Zhai ... Andreas Steiner Daniel Keysers Jakob Uszkoreit Mario Lucic Alexey Dosovitskiy 271 2,603 0 04 May 2021
Stochastic seismic waveform inversion using generative adversarial networks as a geological prior L. Mosser O. Dubrule M. Blunt GAN AI4CE 86 206 0 10 Jun 2018