Imagen de Portada

Generative modeling of seismic data using diffusion models and its application to multi-purpose posterior sampling for noisy inverse problems

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Meng, Chuangji, Gao, Jinghuai, Shang, Wenting, Tian, Yajun, Chen, Hongling, Zhang, Tieqiang, Xu, Zongben
Formato:	Preprint
Publicado:	2025
Materias:	Geophysics
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

Unsupervised Posterior Sampling for Seismic Data Recovery via Score-Based Generative Priors
por: Meng, Chuangji, et al.
Publicado: (2025)

An anti-noise seismic inversion method based on diffusion model
por: Liu, Yingtian, et al.
Publicado: (2024)

Advancing data-driven broadband seismic wavefield simulation with multi-conditional diffusion model
por: Bi, Zhengfa, et al.
Publicado: (2025)

Unsupervised learning inversion of seismic velocity models based on a multi‐scale strategy
por: Senlin Yang, et al.
Publicado: (2025)

Geophysical inverse problems with measurement-guided diffusion models
por: Ravasi, Matteo
Publicado: (2025)

RED-DiffEq: Regularization by denoising diffusion models for solving inverse PDE problems with application to full waveform inversion
por: Shan, Siming, et al.
Publicado: (2025)

Controllable seismic velocity synthesis using generative diffusion models
por: Wang, Fu, et al.
Publicado: (2024)

Training a generalizable diffusion model for seismic data processing using a large-scale open-source waveform dataset
por: Gong, Xinyue, et al.
Publicado: (2026)

Blind spectral inversion of seismic data
por: Yaoguang Sun, et al.
Publicado: (2024)

Building initial model for seismic inversion based on semi‐supervised learning
por: Qianhao Sun, et al.
Publicado: (2024)

Noise is All You Need: rethinking the value of noise on seismic denoising via diffusion models
por: Zhu, Donglin, et al.
Publicado: (2025)

Discretization of small‐scale, stratigraphic heterogeneities and its impact on the seismic response: Lessons from the application of process‐based modelling
por: Andrea Cuesta Cano, et al.
Publicado: (2025)

Uncertainty-aware Frequency-domain Acoustic Full Waveform Inversion Using Gaussian Random Fields and Ensemble Kalman Inversion
por: Li, Yunduo, et al.
Publicado: (2025)

Nonlinear seismic amplitude versus offset inversion using the exact Zoeppritz equation
por: Weibull, Wiktor Waldemar, et al.
Publicado: (2025)

Multiscale transform based seismic reflectivity inversion using convolutional neural network
por: Castagna, John, et al.
Publicado: (2025)

Dual-space posterior sampling for Bayesian inference in constrained inverse problems
por: Siahkoohi, Ali, et al.
Publicado: (2026)

Geological and Well prior assisted full waveform inversion using conditional diffusion models
por: Wang, Fu, et al.
Publicado: (2024)

A facies‐constrained geostatistical seismic inversion method based on multi‐scale sparse representation
por: Qin Su, et al.
Publicado: (2024)

Interpretation of seismic inversion using ternary diagram: Seismic lithology identification
por: Javad Sharifi
Publicado: (2025)

A foundation model enpowered by a multi-modal prompt engine for universal seismic geobody interpretation across surveys
por: Gao, Hang, et al.
Publicado: (2024)

Neural machine translation of seismic waves for petrophysical inversion
por: Teixeira, José Cunha, et al.
Publicado: (2024)

A nodal discontinuous Galerkin method for wave propagation in coupled acoustic–elastic media
por: Ruiqi Li, et al.
Publicado: (2024)

The NCS-Model: A seismic foundation model trained on the Norwegian repository of public data
por: Ordonez, Alba, et al.
Publicado: (2026)

Velocity model building from seismic images using a Convolutional Neural Operator
por: Ma, Xiao, et al.
Publicado: (2025)

DNN-based workflow for attenuating seismic interference noise and its application to marine towed streamer data from the Northern Viking Graben
por: Sun, Jing, et al.
Publicado: (2024)

A Multi-physics Alternating Coupled Inversion Using Gravity and Full Waveform Data in Salt Dome
por: Dong, Siyuan, et al.
Publicado: (2026)

Geophysics-informed neural network for model-based seismic inversion using surrogate point spread functions
por: Saraiva, Marcus, et al.
Publicado: (2025)

Pre-stack and post-stack seismic inversion using quantum computing
por: Vashisth, Divakar, et al.
Publicado: (2025)

PGDM: Physically guided diffusion model for land surface temperature downscaling
por: Zhang, Huanyu, et al.
Publicado: (2025)

Horizontal loop electromagnetic data inversion through novel metaheuristics and its applications to ore deposit explorations
por: Hanbing Ai, et al.
Publicado: (2025)

Seismic Random Noise Attenuation Using Non‐Local Reference‐Guided Deep Image Prior
por: Naihao Liu, et al.
Publicado: (2026)

Time‐Frequency Domain Signal‐to‐Noise Ratio‐Guided Adaptive Attenuation Compensation for Thin Reservoir Interpretation
por: Zezhou Zhang, et al.
Publicado: (2026)

Light-weighted foundation model for seismic data processing based on representative and non-redundant pre-training dataset
por: Dong, Xintong, et al.
Publicado: (2025)

A level-set structural approach for multi-physics joint inversion using full-waveform and gravity data
por: Deng, Xingyu, et al.
Publicado: (2025)

Reduced-order modeling for complex 3D seismic wave propagation
por: Rekoske, John M., et al.
Publicado: (2024)

Differentiable graph neural network simulator for forward and inverse modeling of multi-layered slope system with multiple material properties
por: Choi, Yongjin, et al.
Publicado: (2025)

Locating clustered seismicity using Distance Geometry Solvers: applications for sparse and single-borehole DAS networks
por: Tuinstra, Katinka, et al.
Publicado: (2023)

Thermodynamic criticality in seismicity: Uniqueness of surface-energy scaling in the fragment-asperity model
por: Sotolongo-Costa, O., et al.
Publicado: (2026)

Variational Bayesian experimental design for geophysical applications: seismic source location, amplitude versus offset inversion, and estimating CO2 saturations in a subsurface reservoir
por: Strutz, Dominik, et al.
Publicado: (2023)

Paraxial micro earthquake: a natural effective multi-purpose check shot for downhole earthquake monitoring
por: He, Ruiqing, et al.
Publicado: (2024)