Cover Image

SeisCoDE: 3D Seismic Interpretation Foundation Model with Contrastive Self-Distillation Learning

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Archibong, Goodluck, Koeshidayatullah, Ardiansyah, Waheed, Umair, Li, Weichang, Harishidayat, Dicky, Alfarraj, Motaz
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

Leveraging Time-Series Foundation Model for Subsurface Well Logs Prediction and Anomaly Detection
by: Koeshidayatullah, Ardiansyah, et al.
Published: (2024)

Dictionary Learning with Convolutional Structure for Seismic Data Denoising and Interpolation
by: Almadani, Murad, et al.
Published: (2024)

Seismic first-arrival traveltime simulation based on reciprocity-constrained PINN
by: Geng, Hang, et al.
Published: (2025)

SeisLM: a Foundation Model for Seismic Waveforms
by: Liu, Tianlin, et al.
Published: (2024)

Seismic Event Classification With a Lightweight Fourier Neural Operator Model
by: Ayrat Abdullin, et al.
Published: (2026)

Reservoir property image slices from the Groningen gas field for image translation and segmentation
by: Al-Fakih, Abdulrahman, et al.
Published: (2026)

Seismic traveltime simulation for variable velocity models using physics-informed Fourier neural operator
by: Song, Chao, et al.
Published: (2023)

SeisBind: Physics-Aware Tri-Modal Representation Binding for Seismic Data via Contrastive Learning
by: Liang, Chaohua, et al.
Published: (2026)

Seismic event classification with a lightweight Fourier Neural Operator model
by: Abdullin, Ayrat, et al.
Published: (2025)

Automating hyperparameter optimization in geophysics with Optuna: A comparative study
by: Hussain Almarzooq, et al.
Published: (2024)

Parameter-Efficient Adaptation of Pre-Trained Vision Foundation Models for Active and Passive Seismic Data Denoising
by: Zhao, Jiahua, et al.
Published: (2026)

Learning from Imperfect Labels: A Physics-Aware Neural Operator with Application to DAS Data Denoising
by: Cui, Yang, et al.
Published: (2025)

SeisFusion: Constrained Diffusion Model with Input Guidance for 3D Seismic Data Interpolation and Reconstruction
by: Wang, Shuang, et al.
Published: (2024)

Physically Guided Deep Unsupervised Inversion for 1D Magnetotelluric Models
by: Goyes-Peñafiel, Paul, et al.
Published: (2024)

Self-Supervised Diffusion Model for 3-D Seismic Data Reconstruction
by: Wang, Xinyang, et al.
Published: (2024)

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

PINNPStomo: Simultaneous P- and S-wave seismic traveltime tomography using physics-informed neural networks with a new factored eikonal equation
by: Song, Chao, et al.
Published: (2024)

Robustness and Transferability of Pix2Geomodel for Bidirectional Facies Property Translation in a Complex Reservoir
by: Al-Fakih, Abdulrahman, et al.
Published: (2026)

Parameter-Efficient Transfer Learning for Microseismic Phase Picking Using a Neural Operator
by: Abdullin, Ayrat, et al.
Published: (2025)

Explainable AI for microseismic event detection
by: Abdullin, Ayrat, et al.
Published: (2025)

Seis2Rock: A Data-Driven Approach to Direct Petrophysical Inversion of Pre-Stack Seismic Data
by: Corrales, Miguel, et al.
Published: (2023)

Seismic resolution enhancement via deep Learning with Knowledge Distillation and Domain Adaptation
by: Cai, Hanpeng, et al.
Published: (2025)

Encoding the Subsurface in 3D with Seismic
by: Lasscock, Ben, et al.
Published: (2024)

Simultaneous P‐ and S‐wave seismic traveltime tomography using physics‐informed neural networks
by: Chao Song, et al.
Published: (2025)

U‐PINO: A U‐Shaped Physics‐Informed Neural Operator for DAS Microseismic Source Localization With Application to FORGE DAS Data
by: Basem Al‐Qadasi, et al.
Published: (2026)

Upper limit magnitudes for induced seismicity in energy industries
by: Ngoc‐Tuyen Cao, et al.
Published: (2024)

A new practical and effective source-independent full-waveform inversion with a velocity-distribution supported deep image prior: Applications to two real datasets
by: Song, Chao, et al.
Published: (2025)

Deep Learning-Based 3D Seismic Velocity Inversion Under Dual-Domain Sparse Representation
by: Chen, Guoxin, et al.
Published: (2026)

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

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)

2.5D Transformer: An Efficient 3D Seismic Interpolation Method without Full 3D Training
by: Wei, Changxin, et al.
Published: (2025)

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

Effective Data Selection for Seismic Interpretation through Disagreement
by: Benkert, Ryan, et al.
Published: (2024)

Workflow for Volumetric Uncertainty and Sensitivity Analysis of Machine Learning‐Interpreted Seismic Horizons at the Smeaheia CO 2 Project Site
by: Min Je Lee, et al.
Published: (2026)

Implementation of Machine Learning Algorithms for Seismic Events Classification
by: Kassa, Alemayehu Belay, et al.
Published: (2025)

4D Seismic Inversion to Changes in Pressure and Saturation Using Deep Learning
by: Chean Lin Lew, et al.
Published: (2026)

Fourier Neural Operator Surrogate Model to Predict 3D Seismic Waves Propagation
by: Lehmann, Fanny, et al.
Published: (2023)

3D Variational Inference-Based Double-Difference Seismic Tomography Method and Application to the SAFOD Site, California
by: Yang, Hao, et al.
Published: (2024)

High‐Accuracy Reconstruction of 3D Seismic Data Constrained by Frequency Domain Priors
by: Xiang Zikun, et al.
Published: (2026)

A Review of Modeling and Waveform Inversion for Marine Seismic Data
by: Chen, Guoxin
Published: (2026)