Cover Image

Generative Latent Diffusion Model for Inverse Modeling and Uncertainty Analysis in Geological Carbon Sequestration

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Feng, Zhao, Liu, Xin-Yang, Parikh, Meet Hemant, Guo, Junyi, Du, Pan, Yan, Bicheng, Wang, Jian-Xun
Format:	Preprint
Published:	2025
Subjects:	Geophysics Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

CoNFiLD: Conditional Neural Field Latent Diffusion Model Generating Spatiotemporal Turbulence
by: Du, Pan, et al.
Published: (2024)

Function-Space Decoupled Diffusion for Forward and Inverse Modeling in Carbon Capture and Storage
by: Ju, Xin, et al.
Published: (2026)

WaveDiffusion: Joint Latent Diffusion for Physically Consistent Seismic and Velocity Generation
by: Feng, Yinan, et al.
Published: (2024)

Latent Diffusion Model for Conditional Reservoir Facies Generation
by: Lee, Daesoo, et al.
Published: (2023)

Potential Global Sequestration of Atmospheric Carbon Dioxide by Drylands Forestation
by: Moinester, Murray, et al.
Published: (2022)

Generative Diffusion Model for Seismic Imaging Improvement of Sparsely Acquired Data and Uncertainty Quantification
by: Shi, Xingchen, et al.
Published: (2024)

A Digital Twin for Geological Carbon Storage with Controlled Injectivity
by: Gahlot, Abhinav Prakash, et al.
Published: (2024)

The Directionality of Gravitational and Thermal Diffusive Transport in Geologic Fluid Storage
by: Herring, Anna, et al.
Published: (2024)

SURGIN: SURrogate-guided Generative INversion for subsurface multiphase flow with quantified uncertainty
by: Feng, Zhao, et al.
Published: (2025)

Differentiable Inverse Modeling with Physics-Constrained Latent Diffusion for Heterogeneous Subsurface Parameter Fields
by: Lin, Zihan, et al.
Published: (2025)

GenAI4UQ: A Software for Inverse Uncertainty Quantification Using Conditional Generative Models
by: Fan, Ming, et al.
Published: (2024)

Stochastic Modeling and Upscaling of Hydrodynamic Transport in Geological Fractures
by: Lenci, Alessandro, et al.
Published: (2025)

Geological Everything Model 3D: A Promptable Foundation Model for Unified and Zero-Shot Subsurface Understanding
by: Dou, Yimin, et al.
Published: (2025)

Generative Reconstruction of Spatiotemporal Wall-Pressure in Turbulent Boundary Layers via Patchwise Latent Diffusion
by: Fan, Xiantao, et al.
Published: (2025)

Diffusion-Inversion-Net (DIN): An End-to-End Direct Probabilistic Framework for Characterizing Hydraulic Conductivities and Quantifying Uncertainty
by: Zhang, Xun, et al.
Published: (2025)

Bayesian Inversion, Uncertainty Analysis and Interrogation using Boosting Variational Inference
by: Zhao, Xuebin, et al.
Published: (2023)

Controlled Latent Diffusion Models for 3D Porous Media Reconstruction
by: Naiff, Danilo, et al.
Published: (2025)

DiffusionVel: Multi-Information Integrated Velocity Inversion Using Generative Diffusion Models
by: Zhang, Hao, et al.
Published: (2024)

Wavelet Packet-Based Diffusion Model for Ground Motion Generation with Multi-Conditional Energy and Spectral Matching
by: Ding, Yi, et al.
Published: (2026)

CoNFiLD-inlet: Synthetic Turbulence Inflow Using Generative Latent Diffusion Models with Neural Fields
by: Liu, Xin-Yang, et al.
Published: (2024)

D-Flow SGLD: Source-Space Posterior Sampling for Scientific Inverse Problems with Flow Matching
by: Parikh, Meet Hemant, et al.
Published: (2026)

A Mutil-conditional Diffusion Transformer for Versatile Seismic Wave Generation
by: Duan, Longfei, et al.
Published: (2025)

Uncertainty Quantification of Fluid Leakage and Fault Instability in Geologic CO2 Storage
by: Lu, Hannah, et al.
Published: (2024)

Designing Solutions to Geophysical Inverse Problems by Changing Variables
by: Zhao, Xuebin, et al.
Published: (2026)

SeisRDT: Latent Diffusion Model Based On Representation Learning For Seismic Data Interpolation And Reconstruction
by: Wang, Shuang, et al.
Published: (2025)

Diffusion Models Bridge Deep Learning and Physics in ENSO Forecasting
by: Xu, Weifeng, et al.
Published: (2025)

Lithological Controls on the Permeability of Geologic Faults: Surrogate Modeling and Sensitivity Analysis
by: Lu, Hannah, et al.
Published: (2025)

Evaluation of Seismic Artificial Intelligence with Uncertainty
by: Myren, Samuel, et al.
Published: (2025)

Velocity Model Building and Editing with Guided Denoising Diffusion Implicit Models
by: Brandolin, Francesco, et al.
Published: (2026)

Likelihood-Free Inference and Hierarchical Data Assimilation for Geological Carbon Storage
by: Teng, Wenchao, et al.
Published: (2024)

Integrated Modelling of Geophysical Data for 3D Imaging of Geological Features Associated With Lithium Pegmatite Mineralization in the Järkvissle Area, Central Sweden
by: Mehrdad Bastani, et al.
Published: (2026)

Linearised versus Nonlinear Estimates of Uncertainty in Full Waveform Inversion
by: Zhao, Xuebin, et al.
Published: (2026)

Advancing Geological Carbon Storage Monitoring With 3d Digital Shadow Technology
by: Gahlot, Abhinav Prakash, et al.
Published: (2025)

Modeling Transient Electromagnetic Logging Using Sine Transform and Levin-Sidi Extrapolation
by: Li, Feng-Feng
Published: (2025)

Waveform-Based Probabilistic Seismic Hazard Analysis Using Ground-Motion Generative Models
by: Matsumoto, Yuma, et al.
Published: (2025)

Learning Stratigraphically Consistent Relative Geologic Time from 3D Seismic Data via Sinusoidal Mapping
by: Dou, Yimin, et al.
Published: (2026)

Diffusion-Based Probabilistic Modeling for Hourly Streamflow Prediction and Assimilation
by: Yang, Wencong, et al.
Published: (2025)

Conditional Denoising Diffusion Probabilistic Model for Ground-roll Attenuation
by: Li, Yuanyuan, et al.
Published: (2024)

Connect Geophysical Data Interpretation and Geology Through Inversion for Anisotropic Magnetic Susceptibility
by: Zhuo Liu, et al.
Published: (2025)

A Framework for Uncertainty Estimation in Seismology Data Processing with Application to Extract Rayleigh Wave Dispersion Curves from Noise Cross-correlation Functions
by: Yu, Ziye, et al.
Published: (2025)