Deep-learning inversion: a next generation seismic velocity-model building method

17 February 2019

Papers citing "Deep-learning inversion: a next generation seismic velocity-model building method"

13 / 13 papers shown

Title
Controllable seismic velocity synthesis using generative diffusion models Fu Wang Xinquan Huang T. Alkhalifah DiffM 19 4 0 09 Feb 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
An Unsupervised Deep Learning Approach for the Wave Equation Inverse Problem Xiong-bin Yan Keke Wu Zhi-Qin John Xu Zheng Ma 19 0 0 08 Nov 2023
Using explainability to design physics-aware CNNs for solving subsurface inverse problems J. Crocker Krishna Kumar B. Cox 9 9 0 16 Nov 2022
Implicit Full Waveform Inversion with Deep Neural Representation Jian-jun Sun K. Innanen AI4CE 32 32 0 08 Sep 2022
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 21 10 0 06 Sep 2022
Encoder-Decoder Architecture for 3D Seismic Inversion Maayan Gelboim A. Adler Yen Sun Mauricio Araya-Polo 3DV 8 9 0 29 Jul 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
Learning velocity model for complex media with deep convolutional neural networks A. Stankevich I. Nechepurenko A. Shevchenko L. Gremyachikh Andrey Ustyuzhanin A. Vasyukov 8 2 0 16 Oct 2021
Unsupervised Learning of Full-Waveform Inversion: Connecting CNN and Partial Differential Equation in a Loop Peng Jin Xitong Zhang Yinpeng Chen Sharon X. Huang Zicheng Liu Youzuo Lin 62 47 0 14 Oct 2021
Revisit Geophysical Imaging in A New View of Physics-informed Generative Adversarial Learning Fangshu Yang Jianwei Ma 8 8 0 23 Sep 2021
Learning to Optimize: A Primer and A Benchmark Tianlong Chen Xiaohan Chen Wuyang Chen Howard Heaton Jialin Liu Zhangyang Wang W. Yin 25 224 0 23 Mar 2021
Stochastic Gradient Descent for Non-smooth Optimization: Convergence Results and Optimal Averaging Schemes Ohad Shamir Tong Zhang 99 570 0 08 Dec 2012