Deep Neural Helmholtz Operators for 3D Elastic Wave Propagation and Inversion
Fuente:
arXiv
Saved in:
| Main Authors: | Zou, Caifeng, Azizzadenesheli, Kamyar, Ross, Zachary E., Clayton, Robert W. |
|---|---|
| Format: | Preprint |
| Published: |
2023
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Enforcing Reciprocity in Operator Learning for Seismic Wave Propagation
by: Zou, Caifeng, et al.
Published: (2026)
by: Zou, Caifeng, et al.
Published: (2026)
Ambient Noise Full Waveform Inversion with Neural Operators
by: Zou, Caifeng, et al.
Published: (2025)
by: Zou, Caifeng, et al.
Published: (2025)
Reducing Frequency Bias of Fourier Neural Operators in 3D Seismic Wavefield Simulations Through Multi-Stage Training
by: Kong, Qingkai, et al.
Published: (2025)
by: Kong, Qingkai, et al.
Published: (2025)
Broadband Ground Motion Synthesis via Generative Adversarial Neural Operators: Development and Validation
by: Shi, Yaozhong, et al.
Published: (2023)
by: Shi, Yaozhong, et al.
Published: (2023)
Imaging the Northern Los Angeles Basins with Autocorrelations
by: Zou, Caifeng, et al.
Published: (2024)
by: Zou, Caifeng, et al.
Published: (2024)
SPIDER: Scalable Probabilistic Inference for Differential Earthquake Relocation
by: Ross, Zachary E., et al.
Published: (2025)
by: Ross, Zachary E., et al.
Published: (2025)
Forward and Inverse Mantle Convection with Neural Operators
by: Kong, Chenxi, et al.
Published: (2026)
by: Kong, Chenxi, et al.
Published: (2026)
Fourier Neural Operator Surrogate Model to Predict 3D Seismic Waves Propagation
by: Lehmann, Fanny, et al.
Published: (2023)
by: Lehmann, Fanny, et al.
Published: (2023)
Physics-Informed Neural Networks for Viscoacoustic Wave Propagation: Forward Modelling, Inversion and Discretization Sensitivity
by: Liang, Chaohua, et al.
Published: (2026)
by: Liang, Chaohua, et al.
Published: (2026)
Are Fourier Neural Operators Really Faster for Time-Domain Wave Propagation?
by: Voytan, Dimitri, et al.
Published: (2025)
by: Voytan, Dimitri, et al.
Published: (2025)
Insights on the dip of fault zones in Southern California from modeling of seismicity with anisotropic point processes
by: Ross, Zachary E.
Published: (2024)
by: Ross, Zachary E.
Published: (2024)
Daily Groundwater Monitoring Using Vehicle-DAS Elastic Full-waveform Inversion
by: Li, Haipeng, et al.
Published: (2025)
by: Li, Haipeng, et al.
Published: (2025)
Fourier Neural Operator based surrogates for $CO_2$ storage in realistic geologies
by: Chandra, Anirban, et al.
Published: (2025)
by: Chandra, Anirban, et al.
Published: (2025)
Physics-Informed Neural Network for Elastic Wave-Mode Separation
by: Alves, E. A. B., et al.
Published: (2025)
by: Alves, E. A. B., et al.
Published: (2025)
Quantification of Uncertainty and Its Propagation in Seismic Velocity Structure and Earthquake Source Inversion
by: Agata, Ryoichiro
Published: (2024)
by: Agata, Ryoichiro
Published: (2024)
Deep Learning-Based 3D Seismic Velocity Inversion Under Dual-Domain Sparse Representation
by: Chen, Guoxin, et al.
Published: (2026)
by: Chen, Guoxin, et al.
Published: (2026)
Direct-3D Variational Bayesian Surface Wave Inversion and Its Application to Ambient Noise Tomography beneath Great Britain
by: Zhao, Xuebin, et al.
Published: (2025)
by: Zhao, Xuebin, et al.
Published: (2025)
Receiver Functions in the San Fernando Valley, California: Graph-Regularized Bayesian Approach for Gravity-Informed Mapping
by: Villa, Valeria, et al.
Published: (2026)
by: Villa, Valeria, et al.
Published: (2026)
Modelling and Simulation of the Propagation of P-SV Seismic Waves from Earthquakes: Application to Deep Earthquakes in Acre, Brazil
by: Moreira, Pedro Huan, et al.
Published: (2026)
by: Moreira, Pedro Huan, et al.
Published: (2026)
Deep Reparameterization for Full Waveform Inversion: Architecture Benchmarking, Robust Inversion, and Multiphysics Extension
by: Liu, Feng, et al.
Published: (2025)
by: Liu, Feng, et al.
Published: (2025)
A 3D Joint Tomographic Inversion of First‐Arrival and Reflection Waves Based On the Adjoint State Method
by: Junjie Sun, et al.
Published: (2025)
by: Junjie Sun, et al.
Published: (2025)
New Stress-dependent Elastic Wave Velocity Models for Reservoir Rocks with Applications
by: Zhao, Rong, et al.
Published: (2025)
by: Zhao, Rong, et al.
Published: (2025)
Inversion of Magnetotelluric Data using Bayesian Neural Networks
by: Poddar, Dhruv, et al.
Published: (2025)
by: Poddar, Dhruv, et al.
Published: (2025)
4D Seismic Inversion to Changes in Pressure and Saturation Using Deep Learning
by: Chean Lin Lew, et al.
Published: (2026)
by: Chean Lin Lew, et al.
Published: (2026)
Elastic Impedance Inversion With Gramian Constraint for Simultaneously Inverting Multiple Partial Angle Stack Seismic Data
by: Ronghuo Dai, et al.
Published: (2025)
by: Ronghuo Dai, et al.
Published: (2025)
Efficient Bayesian Full Waveform Inversion and Analysis of Prior Hypotheses in 3D
by: Zhao, Xuebin, et al.
Published: (2024)
by: Zhao, Xuebin, et al.
Published: (2024)
High‐Accuracy Modelling of 3D Frequency‐Domain Elastic‐Wave Equation Based on One‐Direction Composition of the Average‐Derivative Optimal Method
by: Hao Wang, et al.
Published: (2025)
by: Hao Wang, et al.
Published: (2025)
A Discontinuous Galerkin Method for Simulating 3D Seismic Wave Propagation in Nonlinear Rock Models: Verification and Application to the 2015 Mw 7.8 Gorkha Earthquake
by: Niu, Zihua, et al.
Published: (2025)
by: Niu, Zihua, et al.
Published: (2025)
Modeling Seismic Wave Propagation in TTI Media Using Residual Perfectly Matched Layer
by: Luo, Yuqin, et al.
Published: (2024)
by: Luo, Yuqin, et al.
Published: (2024)
A Novel Soil Profile Standardization Technique with XGBoost Framework for Accurate Surface Wave Inversion
by: Mandal, Kousik, et al.
Published: (2025)
by: Mandal, Kousik, et al.
Published: (2025)
Predominant-Mode Inversion of Surface Waves: Inherently Addressing Inconspicuous Low Frequency Mode Jumps
by: Bhaumik, Mrinal, et al.
Published: (2025)
by: Bhaumik, Mrinal, et al.
Published: (2025)
Numerical Investigation of Wave Scattering in Granular Media: Grain-Scale Inversion and the Role of Boundary Effects
by: Liu, Ning, et al.
Published: (2025)
by: Liu, Ning, et al.
Published: (2025)
OpenSWI: A Massive-Scale Benchmark Dataset for Surface Wave Dispersion Curve Inversion
by: Liu, Feng, et al.
Published: (2025)
by: Liu, Feng, et al.
Published: (2025)
Theory-guided Pseudo-spectral Full Waveform Inversion via Deep Neural Networks
by: Zerafa, Christopher, et al.
Published: (2025)
by: Zerafa, Christopher, et al.
Published: (2025)
Inversion of DC Resistivity Data using Physics-Informed Neural Networks
by: Sharma, Rohan, et al.
Published: (2024)
by: Sharma, Rohan, et al.
Published: (2024)
U-SWIFT: A Unified Surface Wave Inversion Framework with Transformer via Normalization of Dispersion Curves
by: Cheng, Tianjian, et al.
Published: (2025)
by: Cheng, Tianjian, et al.
Published: (2025)
Deciphering Neural Reparameterized Full-Waveform Inversion with Neural Sensitivity Kernel and Wave Tangent Kernel
by: Chen, Ruihua, et al.
Published: (2026)
by: Chen, Ruihua, et al.
Published: (2026)
Full‐Waveform Inversion With a Symmetric‐Form Acoustic VTI Wave Equation
by: Gang Yao, et al.
Published: (2025)
by: Gang Yao, et al.
Published: (2025)
A Deep Learning-based time shift objective function for Full Waveform Inversion
by: Alfarhan, Mustafa, et al.
Published: (2025)
by: Alfarhan, Mustafa, et al.
Published: (2025)
3D Deep Learning Joint Inversion of Active Seismic Full Waveform and Passive Seismic Traveltime Data for Reservoir Imaging and Uncertainty Quantification
by: Evan Schankee Um, et al.
Published: (2026)
by: Evan Schankee Um, et al.
Published: (2026)
Similar Items
-
Enforcing Reciprocity in Operator Learning for Seismic Wave Propagation
by: Zou, Caifeng, et al.
Published: (2026) -
Ambient Noise Full Waveform Inversion with Neural Operators
by: Zou, Caifeng, et al.
Published: (2025) -
Reducing Frequency Bias of Fourier Neural Operators in 3D Seismic Wavefield Simulations Through Multi-Stage Training
by: Kong, Qingkai, et al.
Published: (2025) -
Broadband Ground Motion Synthesis via Generative Adversarial Neural Operators: Development and Validation
by: Shi, Yaozhong, et al.
Published: (2023) -
Imaging the Northern Los Angeles Basins with Autocorrelations
by: Zou, Caifeng, et al.
Published: (2024)