Pinned Repositories
diffefwi
Official repository for the "Learned regularizations for multi-parameter elastic full waveform inversion using diffusion models" paper.
DLDAS_Denoising
Official reproducible material for Noise attenuation in distributed acoustic sensing data using a guided unsupervised deep learning network
latentpinn
Official repository for the "Multiple wavefield solutions in physics-informed neural networks using latent representation" paper.
Meta-Processing
Reproducible material for Meta-Processing: A robust framework for multi-tasks seismic processing
Microseismic_with_SF_BH
PINNgabor
PINNslope
Novel PINN framework for simultaneous seismic data interpolation and local slope estimation
Seis2Rock
Seis2Rock: A Data-Driven Approach to Direct Petrophysical Inversion of Pre-Stack Seismic Data
Siamese_FWI
Official reproducible material for SiameseFWI: A Deep Learning Network for Enhanced Full Waveform Inversion
SSL-Lowfrequency-extrapolation
Reproducible material for A self-supervised learning framework for seismic low-frequency extrapolation
DeepWave-KAUST's Repositories
DeepWave-KAUST/diffefwi
Official repository for the "Learned regularizations for multi-parameter elastic full waveform inversion using diffusion models" paper.
DeepWave-KAUST/Siamese_FWI
Official reproducible material for SiameseFWI: A Deep Learning Network for Enhanced Full Waveform Inversion
DeepWave-KAUST/Seis2Rock
Seis2Rock: A Data-Driven Approach to Direct Petrophysical Inversion of Pre-Stack Seismic Data
DeepWave-KAUST/Meta-Processing
Reproducible material for Meta-Processing: A robust framework for multi-tasks seismic processing
DeepWave-KAUST/DLDAS_Denoising
Official reproducible material for Noise attenuation in distributed acoustic sensing data using a guided unsupervised deep learning network
DeepWave-KAUST/latentpinn
Official repository for the "Multiple wavefield solutions in physics-informed neural networks using latent representation" paper.
DeepWave-KAUST/SSL-Lowfrequency-extrapolation
Reproducible material for A self-supervised learning framework for seismic low-frequency extrapolation
DeepWave-KAUST/PINNgabor
DeepWave-KAUST/PINNslope
Novel PINN framework for simultaneous seismic data interpolation and local slope estimation
DeepWave-KAUST/DeepFWIHessian
DeepWave-KAUST/deepwave-paper-template
DeepWave-KAUST/ilvrefwi
DeepWave-KAUST/IntraSeismic
DeepWave-KAUST/Microseismic_with_SF_BH
DeepWave-KAUST/Regularized_Seis2Rock
Regularization strategies for Seis2Rock-based petrophysical inversion of pre-stack seismic data