Cover Image

Deep learning velocity filtering for seismic data

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Li, Xiaobin, Qi, Qiaomu, Li, Le, Deng, Rubing
Format:	Preprint
Published:	2025
Subjects:	Geophysics
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Ensemble Deep Learning for enhanced seismic data reconstruction
by: Abedi, Mohammad Mahdi, et al.
Published: (2024)

Applications of deep learning‐based resolution‐enhanced seismic data in fault identification
by: Lei Lin, et al.
Published: (2025)

Deep learning-based shot-domain seismic deblending
by: Sun, Jing, et al.
Published: (2024)

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

Towards deep learning for seismic demultiple
by: Mario R. Fernandez, et al.
Published: (2025)

Imaging the shallow velocity structure of the slow‐spreading ridge of the South China Sea with downward continued multichannel seismic data
by: Wenbin Jiang, et al.
Published: (2024)

A self-supervised learning framework for seismic low-frequency extrapolation
by: Cheng, Shijun, et al.
Published: (2024)

Deep learning‐based extraction of surface wave dispersion curves from seismic shot gathers
by: Danilo Chamorro, et al.
Published: (2024)

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

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

A deep learning framework for marine acoustic and seismic monitoring with distributed acoustic sensing
by: Zhang, Chun, et al.
Published: (2026)

Physics-informed deep learning quantifies propagated uncertainty in seismic structure and hypocenter determination
by: Agata, Ryoichiro, et al.
Published: (2024)

On a planetary forcing of global seismicity
by: Dumont, Stéphanie, et al.
Published: (2025)

Re‐visible blind block network: An unsupervised seismic data random noise attenuation method
by: Jing Wang, et al.
Published: (2024)

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

Fast approximate simulation of seismic waves with deep learning
by: Moseley, Benjamin, et al.
Published: (2018)

3‐D reverse time migration for tunnel seismic data with an optimized observation system
by: Chunyang Pei, et al.
Published: (2025)

Decomposition and utilization of source and receiver ghosts in marine seismic reflection survey data
by: Ozasa, Hiroaki, et al.
Published: (2022)

Evaluating the performance of machine-learning-based phase pickers when applied to ocean bottom seismic data: Blanco oceanic transform fault as a case study
by: Liu, Min, et al.
Published: (2024)

An approach of 2D convolutional neural network–based seismic data fault interpretation with linear annotation and pixel thinking
by: Bowen Deng, et al.
Published: (2024)

Cross‐equalization for time‐lapse sparker seismic data
by: Soojin Lee, et al.
Published: (2024)

Gas trap prediction from 3D seismic and well test data using machine learning
by: Ivlev, Dmitry
Published: (2024)

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

Electrical and seismic refraction methods: fundamental concepts, current trends, and emerging machine learning prospects -- A review
by: Akingboye, Adedibu Sunny
Published: (2024)

GlobalTomo: A global dataset for physics-ML seismic wavefield modeling and FWI
by: Li, Shiqian, et al.
Published: (2024)

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

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

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

Low‐frequency seismic deghosting in a compressed domain using parabolic dictionary learning
by: Mohammed Outhmane Faouzi Zizi, et al.
Published: (2024)

Velocity model building via combining seismic slope tomography and supervised deep learning
by: Yao Huang, et al.
Published: (2024)

SeisDiff-intp: a unified prompt-guided flow matching framework for multi-tasks seismic interpretation
by: Zhu, Donglin, et al.
Published: (2026)

Representations for multidimensional down-down deconvolution of ocean-bottom seismic data: theory and practical implications
by: Wapenaar, Kees, et al.
Published: (2025)

Martian seismic anisotropy underneath Elysium Planitia revealed by direct S wave splitting
by: Shi, Jing, et al.
Published: (2024)

Massive-scale unlabeled field and labeled synthetic seismic datasets of global shelf-edge clinothems
by: Gao, Hui, et al.
Published: (2026)

Transformer for seismic image super-resolution
by: Dong, Shiqi, et al.
Published: (2024)

TomoATT: An open-source package for Eikonal equation-based adjoint-state traveltime tomography for seismic velocity and azimuthal anisotropy
by: Chen, Jing, et al.
Published: (2024)

Scattering images from autocorrelation functions of P-wave seismic velocity images: the case of Tenerife Island (Canary Islands, Spain)
by: García-Yeguas, A., et al.
Published: (2024)

Deep learning enhanced initial model prediction in elastic FWI: application to marine streamer data
by: Plotnitskii, Pavel, et al.
Published: (2025)

Efficient mechanical evaluation of railway earthworks using a towed seismic array and Bayesian inference of MASW data
by: Burzawa, Audrey, et al.
Published: (2025)

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