A Framework for Uncertainty Estimation in Seismology Data Processing with Application to Extract Rayleigh Wave Dispersion Curves from Noise Cross-correlation Functions
Fuente:
arXiv
Saved in:
| Main Authors: | Yu, Ziye, Liu, Xin |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Physical Sensitivity Kernels Can Emerge in Data-Driven Forward Models: Evidence From Surface-Wave Dispersion
by: Yu, Ziye, et al.
Published: (2026)
by: Yu, Ziye, et al.
Published: (2026)
A Deep-Learning-Based Framework for Focal Mechanism Determination and Its Application to the 2022 Luding Earthquake Sequence
by: Yu, Ziye, et al.
Published: (2025)
by: Yu, Ziye, et al.
Published: (2025)
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)
A Frequency-Domain Beamforming Procedure for Extracting Rayleigh Wave Attenuation Coefficients and Small-Strain Damping Ratio from 2D Ambient Noise Array Measurements
by: Abbas, Aser, et al.
Published: (2024)
by: Abbas, Aser, et al.
Published: (2024)
A Review of Cloud Computing in Seismology
by: Ni, Yiyu, et al.
Published: (2025)
by: Ni, Yiyu, et al.
Published: (2025)
Two Memorable Dates in Seismology
by: Guglielmi, Anatol, et al.
Published: (2024)
by: Guglielmi, Anatol, et al.
Published: (2024)
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)
SeismoStats: A Python Package for Statistical Seismology
by: Mirwald, Aron, et al.
Published: (2025)
by: Mirwald, Aron, et al.
Published: (2025)
Revisiting Seismicity Criticality: A New Framework for Bias Correction of Statistical Seismology Model Calibrations
by: Li, Jiawei, et al.
Published: (2024)
by: Li, Jiawei, et al.
Published: (2024)
Rocketquake Seismology with a Falcon 9 Rocket Source
by: Schuster, Gerard. T., et al.
Published: (2025)
by: Schuster, Gerard. T., et al.
Published: (2025)
Pervasive Label Errors in Seismological Machine Learning Datasets
by: Suarez, Albert Leonardo Aguilar, et al.
Published: (2025)
by: Suarez, Albert Leonardo Aguilar, et al.
Published: (2025)
Toward Trustworthy Earthquake Catalogs in the Era of Automated Detection: A Probabilistic Framework for Robust Earthquake Location
by: Yu, Ziye, et al.
Published: (2025)
by: Yu, Ziye, et al.
Published: (2025)
Statistical Analysis of the Depth-Velocity Trade-off in Reflection Seismology
by: Garcia, Rafael da Silva, et al.
Published: (2026)
by: Garcia, Rafael da Silva, et al.
Published: (2026)
Understanding the Adjoint Method in Seismology: Theory and Implementation in the Time Domain
by: Abreu, Rafael
Published: (2024)
by: Abreu, Rafael
Published: (2024)
PRIME-DP: Pre-trained Integrated Model for Earthquake Data Processing
by: Yu, Ziye, et al.
Published: (2024)
by: Yu, Ziye, et al.
Published: (2024)
TRACE: A Multi-Agent System for Autonomous Physical Reasoning for Seismology
by: Liu, Feng, et al.
Published: (2026)
by: Liu, Feng, et al.
Published: (2026)
Efficient Upside-Down Rayleigh-Marchenko Imaging through Self-Supervised Focusing Function Estimation
by: Wang, Ning, et al.
Published: (2025)
by: Wang, Ning, et al.
Published: (2025)
Radial-Component Predominant-Mode Inversion of Rayleigh Waves: Application to DAS-based Site Characterization
by: Bhaumik, Mrinal, et al.
Published: (2026)
by: Bhaumik, Mrinal, et al.
Published: (2026)
Scientific Machine Learning Seismology
by: Okazaki, Tomohisa
Published: (2024)
by: Okazaki, Tomohisa
Published: (2024)
Crustal and Upper Mantle Structure of the Thailand–Myanmar–Malaysia Region Revealed by Rayleigh Wave Phase Velocity Using Ambient Seismic Noise
by: Kasemsak Saetang, et al.
Published: (2025)
by: Kasemsak Saetang, et al.
Published: (2025)
DispFormer: A Pretrained Transformer Incorporating Physical Constraints for Dispersion Curve Inversion
by: Liu, Feng, et al.
Published: (2025)
by: Liu, Feng, et al.
Published: (2025)
3D Bayesian Variational Surface Wave Tomography and Application to the Southwest China
by: Yang, Wenda, et al.
Published: (2025)
by: Yang, Wenda, et al.
Published: (2025)
Enhancing Crustal Velocity Structure in Sedimentary Basin by joint inversion of Teleseismic P-Wave Reverberations and Surface Wave Dispersion
by: Wang, Longlong
Published: (2024)
by: Wang, Longlong
Published: (2024)
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)
Seismological study of meta-instability of the Yangbi $M_S$ 6.4 earthquake in 2021
by: Li, Shouyong
Published: (2025)
by: Li, Shouyong
Published: (2025)
SeisDiff-deno: A Diffusion-Based Denoising Framework for Tube Wave Attenuation in VSP Data
by: Zhu, Donglin, et al.
Published: (2025)
by: Zhu, Donglin, et al.
Published: (2025)
Linearised versus Nonlinear Estimates of Uncertainty in Full Waveform Inversion
by: Zhao, Xuebin, et al.
Published: (2026)
by: Zhao, Xuebin, et al.
Published: (2026)
Three‐Dimensional Crustal Shear Wave Velocity Structure and Azimuthal Anisotropy Across Northern and Central Thailand From Direct Joint Inversion of Rayleigh Wave Phase Velocities
by: Kasemsak Saetang, et al.
Published: (2025)
by: Kasemsak Saetang, et al.
Published: (2025)
Uncertainty Quantification of the Fresh-Saltwater Interface from Time-Domain Electromagnetic Data
by: Ahmed, Arsalan, et al.
Published: (2025)
by: Ahmed, Arsalan, et al.
Published: (2025)
Upside down Rayleigh-Marchenko: a practical, yet exact redatuming scheme for seabed seismic acquisitions
by: Wang, Ning, et al.
Published: (2024)
by: Wang, Ning, et al.
Published: (2024)
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)
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)
Structure-Function Coherent Coarsening for Cross-Resolution Ecohydrological Modeling
by: Jiang, Long, et al.
Published: (2025)
by: Jiang, Long, et al.
Published: (2025)
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)
Accurate Interpolation of Ambient Noise Empirical Green's Functions by Denoising Diffusion Probabilistic Model and Implicit Neural Representation
by: Chen, Guoyi, et al.
Published: (2026)
by: Chen, Guoyi, et al.
Published: (2026)
Direct Estimation of Porosity from Seismic Data using Rock and Wave Physics Informed Neural Networks (RW-PINN)
by: Vashisth, Divakar, et al.
Published: (2022)
by: Vashisth, Divakar, et al.
Published: (2022)
Adaptive Graded Denoising of Seismic Data Based on Noise Estimation and Local Similarity
by: Yang, Xueting, et al.
Published: (2024)
by: Yang, Xueting, et al.
Published: (2024)
Generative Diffusion Model for Seismic Imaging Improvement of Sparsely Acquired Data and Uncertainty Quantification
by: Shi, Xingchen, et al.
Published: (2024)
by: Shi, Xingchen, et al.
Published: (2024)
Fe-FeH Eutectic Melting Curve and the Estimates of Earth's Core Temperature and Composition
by: Mita, Shuhei, et al.
Published: (2024)
by: Mita, Shuhei, et al.
Published: (2024)
Learning from Imperfect Labels: A Physics-Aware Neural Operator with Application to DAS Data Denoising
by: Cui, Yang, et al.
Published: (2025)
by: Cui, Yang, et al.
Published: (2025)
Similar Items
-
Physical Sensitivity Kernels Can Emerge in Data-Driven Forward Models: Evidence From Surface-Wave Dispersion
by: Yu, Ziye, et al.
Published: (2026) -
A Deep-Learning-Based Framework for Focal Mechanism Determination and Its Application to the 2022 Luding Earthquake Sequence
by: Yu, Ziye, et al.
Published: (2025) -
U-SWIFT: A Unified Surface Wave Inversion Framework with Transformer via Normalization of Dispersion Curves
by: Cheng, Tianjian, et al.
Published: (2025) -
A Frequency-Domain Beamforming Procedure for Extracting Rayleigh Wave Attenuation Coefficients and Small-Strain Damping Ratio from 2D Ambient Noise Array Measurements
by: Abbas, Aser, et al.
Published: (2024) -
A Review of Cloud Computing in Seismology
by: Ni, Yiyu, et al.
Published: (2025)