Implicit Full Waveform Inversion with Deep Neural Representation

8 September 2022

Papers citing "Implicit Full Waveform Inversion with Deep Neural Representation"

14 / 14 papers shown

Title
Bayesian full waveform inversion with sequential surrogate model refinement G. Meles S. Marelli N. Linde 19 0 0 06 May 2025
Towards Understanding the Benefits of Neural Network Parameterizations in Geophysical Inversions: A Study With Neural Fields Anran Xu L. Heagy 39 0 0 21 Mar 2025
Automatic Differentiation-based Full Waveform Inversion with Flexible Workflows Feng Liu Haipeng Li Guangyuan Zou Junlun Li 63 2 0 30 Nov 2024
Physics and Deep Learning in Computational Wave Imaging Youzuo Lin Shihang Feng J. Theiler Yinpeng Chen Umberto Villa Jing Rao John Greenhall Cristian Pantea M. Anastasio B. Wohlberg 24 0 0 10 Oct 2024
Physics-guided Full Waveform Inversion using Encoder-Solver Convolutional Neural Networks Matan Goren Eran Treister 30 0 0 27 May 2024
ODE-DPS: ODE-based Diffusion Posterior Sampling for Inverse Problems in Partial Differential Equation Enze Jiang Jishen Peng Zheng Ma Xiong-bin Yan 21 0 0 21 Apr 2024
Controllable seismic velocity synthesis using generative diffusion models Fu Wang Xinquan Huang T. Alkhalifah DiffM 19 4 0 09 Feb 2024
IntraSeismic: a coordinate-based learning approach to seismic inversion J. Romero W. Heidrich N. Luiken M. Ravasi 9 0 0 17 Dec 2023
Overview of Physics-Informed Machine Learning Inversion of Geophysical Data Gerard T. Schuster Shihang Feng 22 0 0 12 Oct 2023
Microseismic source imaging using physics-informed neural networks with hard constraints Xinquan Huang T. Alkhalifah 20 7 0 09 Apr 2023
PINNup: Robust neural network wavefield solutions using frequency upscaling and neuron splitting Xinquan Huang T. Alkhalifah 21 45 0 29 Sep 2021
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles Balaji Lakshminarayanan Alexander Pritzel Charles Blundell UQCV BDL 268 5,635 0 05 Dec 2016
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 247 9,042 0 06 Jun 2015
The Loss Surfaces of Multilayer Networks A. Choromańska Mikael Henaff Michaël Mathieu Gerard Ben Arous Yann LeCun ODL 175 1,182 0 30 Nov 2014