DeepWave - KAUST

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35 repositories

LAViG-FLOW-pub
Public
Official repository for the "LAViG-FLOW: Latent Autoregressive Video Generation for Fluid Flow Simulations" paper.
latent-space diffusion-transformers progressive-autoregressive-video-diffusion-models rectified-flow-sampling fluid-flow-simulations
Python
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MIT License
•1•0•0•0•Updated Feb 15, 2026Feb 15, 2026
guidedfwi-pub
Public
Jupyter Notebook
•1•0•0•0•Updated Feb 11, 2026Feb 11, 2026
DeepWaveArena-site
Public
HTML
•0•0•0•0•Updated Feb 10, 2026Feb 10, 2026
PICNO-pub
Public
The official code repository of the paper "An effective physics-informed neural operator framework for predicting wavefields" " .
physics-informed neural-operator
Jupyter Notebook
•0•3•0•0•Updated Jan 12, 2026Jan 12, 2026
FWI_Conditional-CNN_UQ-pub
Public
Official reproducible material for Conditional Image Prior for Uncertainty Quantification in Full Waveform Inversion
deep-learning uncertainty fwi gaussian-random-field
Jupyter Notebook
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MIT License
•1•3•0•0•Updated Jan 12, 2026Jan 12, 2026
Inverse-solver-Marchenko-pub
Public
Repository for paper: A Deep‐Learning‐Driven Optimization‐Based Inverse Solver for Accelerating the Marchenko Method
Jupyter Notebook
•0•0•0•0•Updated Dec 28, 2025Dec 28, 2025
GSFM_pub
Public
Official reproducible material for: A generative foundation model for an all-in-one seismic processing framework
machine-learning neural-network all-in-one multi-task seismic-processing diffusion-models seismic-foundation-model
Python
•2•1•0•0•Updated Dec 10, 2025Dec 10, 2025
Meta-LRPINN-pub
Public
Official reproducible material for Multi-frequency wavefield solutions for variable velocity models using meta-learning enhanced low-rank physics-informed neura…
meta-learning pinn low-rank-approximation seismic-waves svd-factorization wavefield-solutions
Python
•0•3•0•0•Updated Nov 12, 2025Nov 12, 2025
Siamese_FWI-pub
Public
Official reproducible material for SiameseFWI: A Deep Learning Network for Enhanced Full Waveform Inversion
deep-learning siamese-network full-waveform-inversion self-supervised-learning
Jupyter Notebook
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MIT License
•4•33•0•0•Updated Oct 8, 2025Oct 8, 2025
DeepTimeshift-pub
Public
Jupyter Notebook
•4•4•1•0•Updated Sep 24, 2025Sep 24, 2025
FreqSiameseFWI-pub
Public
Official reproducible material for F-SiameseFWI: A Novel Deep Learning Framework for Multi-Source Full Wave Inversion
fwi multi-source siamese-neural-network self-supervised-learning
Jupyter Notebook
•1•1•1•0•Updated Aug 25, 2025Aug 25, 2025
neuroseismic
Public
Python
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MIT License
•2•2•0•0•Updated Jul 2, 2025Jul 2, 2025
B-IntraSeismic-pub
Public
Jupyter Notebook
•4•5•0•0•Updated Jun 30, 2025Jun 30, 2025
PINNslope
Public
Novel PINN framework for simultaneous seismic data interpolation and local slope estimation
interpolation signal-processing slopes physics-informed-neural-networks
Jupyter Notebook
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MIT License
•1•14•0•0•Updated Jun 29, 2025Jun 29, 2025
PINNs_signal_separation-pub
Public
Slope assisted ground roll removal and seismic signal separation with Physics Informed Neural Networks
Jupyter Notebook
•1•6•0•0•Updated Jun 29, 2025Jun 29, 2025
MSMHA_Denoising-pub
Public
Official reproducible material for Self-supervised multi-stage deep learning network for seismic data denoising
denoising multi-stage self-supervised-learning multihead-attention-networks
Jupyter Notebook
•1•1•0•0•Updated Jun 24, 2025Jun 24, 2025
Microseismic_with_DETR-pub
Public
Jupyter Notebook
•0•1•0•0•Updated Jun 12, 2025Jun 12, 2025
ElasticSiameseFWI-pub
Public
Official reproducible material for Enhancing multiparameter elastic full-waveform inversion with a Siamese network
deep-learning elastic fwi siamese-neural-network
Jupyter Notebook
•2•9•0•0•Updated May 15, 2025May 15, 2025
latentpinn
Public
Official repository for the "Multiple wavefield solutions in physics-informed neural networks using latent representation" paper.
partial-differential-equations helmholtz-equation latent-representations physics-informed-neural-networks
Jupyter Notebook
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MIT License
•3•11•1•0•Updated May 1, 2025May 1, 2025
ErSE328-AdvancedSeismicInversion
Public
The official code repository of the ERSE328 course "Advanced Seismic Inversion" .
Jupyter Notebook
•1•3•0•0•Updated Apr 15, 2025Apr 15, 2025
SSL-Resolution-Enhancement
Public
Reproducible material for Self-supervised Seismic Resolution Enhancement
self-supervised-learning seismic-processing seismic-resolution
Python
•1•10•0•0•Updated Apr 13, 2025Apr 13, 2025
AnnealedSVGD_FWI
Public
Reproducible material for Annealed Stein Variational Gradient Descent for Improved Uncertainty Estimation in Full-Waveform Inversion
Jupyter Notebook
•2•6•0•0•Updated Mar 13, 2025Mar 13, 2025
Regularized_Seis2Rock
Public
Regularization strategies for Seis2Rock-based petrophysical inversion of pre-stack seismic data
deep-learning inverse-problems petrophysics denoising
Jupyter Notebook
•0•3•0•0•Updated Dec 18, 2024Dec 18, 2024
Microseismic_with_SF_BH
Public
Python
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MIT License
•0•5•0•0•Updated Dec 16, 2024Dec 16, 2024
ilvrefwi
Public
Python
•3•3•1•0•Updated Dec 9, 2024Dec 9, 2024
deepwave-paper-template
Public
SCSS
•0•1•0•0•Updated Nov 4, 2024Nov 4, 2024
DeepFWIHessian
Public
deep-learning full-waveform-inversion inverse-hessian
Jupyter Notebook
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MIT License
•3•15•0•0•Updated Nov 4, 2024Nov 4, 2024
DLDAS_Denoising-pub
Public
Official reproducible material for Noise attenuation in distributed acoustic sensing data using a guided unsupervised deep learning network
deep-learning denoising self-supervised-learning distributed-acoustic-sensing
Jupyter Notebook
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MIT License
•2•18•0•0•Updated Nov 4, 2024Nov 4, 2024
Seis2Rock
Public
Seis2Rock: A Data-Driven Approach to Direct Petrophysical Inversion of Pre-Stack Seismic Data
data-driven seismic-inversion petrophysical-properties
Jupyter Notebook
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MIT License
•3•24•0•0•Updated Nov 4, 2024Nov 4, 2024
SSL-Lowfrequency-extrapolation
Public
Reproducible material for A self-supervised learning framework for seismic low-frequency extrapolation
machine-learning neural-network full-waveform-inversion self-supervised-learning seismic-processing low-frequency-extrapolation
Python
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MIT License
•2•9•0•0•Updated Nov 4, 2024Nov 4, 2024