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$\ell_1/\ell_2$ (1) | 2D (2) | 3D (10) |
3D data interpolation (2) | 3D SEAM Barrett dataset (1) | 4-D seismic (1) |
4D (2) | 4D seismic (1) | 5D (1) |
5D reconstruction (2) | AAAI (1) | AABI (1) |
Acceleration (1) | acoustic (7) | Acquisition (32) |
Adjoint (1) | Adjoint-state (1) | AGU (1) |
AIP (3) | algorithm (9) | algorithms (3) |
alternating minimization (1) | Amortization Gap (1) | amortized Bayes (4) |
Amortized Inference (2) | Amortized Variational Inference (6) | AMP (1) |
amplitude (2) | AMS Von Neumann (1) | AMSES (1) |
analysis (1) | anisotropy (4) | approximate message passing (1) |
ASEG (1) | AVA (4) | AWS (1) |
basis pursuit (2) | bayes (1) | bayesian (3) |
Bayesian Estimation (1) | Bayesian inference (19) | biadjacency matrix (1) |
biconvex (2) | bipartite graph (1) | blended (1) |
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block-cg (1) | born (2) | Bregman (1) |
Bregman method (1) | bright spots (1) | BSc (2) |
calibration (1) | calibration errors (1) | CAM (6) |
CAMSAP (1) | CCS (38) | CCUS (1) |
CG (1) | CGMN (7) | chatter (1) |
checkpointing (2) | CIG (5) | CiSE (1) |
classification (6) | classifier (2) | cloud (4) |
cloud computing (1) | clusterless (1) | CMS (1) |
coil data (1) | common shot/receiver gather (1) | compiler (3) |
compressed sensing (13) | compression (2) | Compressive Sensing (24) |
computational seismology (1) | Computers and Geosciences (1) | computing (1) |
conditional normalizing flows (13) | conditional prior (2) | conditional priors (1) |
cones constraints (1) | Consortium (1) | constrained optimization (1) |
constraint (2) | constraints (1) | continuity (1) |
control (1) | Controlled source seismology (1) | convex (2) |
convex composite (1) | convex constraints (2) | convex optimization (1) |
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convex sets (1) | Convolutions (1) | cosparsity (1) |
coupled inversion (3) | CRMN (3) | cross-flow noise (1) |
CS (1) | CSEG (9) | curvelet (3) |
curvelet transform (7) | curvelet transforms (1) | curvelets (2) |
Cyber (1) | cycle skipping (1) | cycling (1) |
dantzig (1) | data acquisition (2) | data assimilation (1) |
data reconstruction (3) | data regularization (1) | deblending (6) |
decomposition (2) | deconvolution (2) | deep image (2) |
deep learning (53) | deep prior (1) | deep priors (1) |
denoising (3) | density effect (1) | depth extrapolation (1) |
depth migration (2) | devito (10) | dictionary learning (1) |
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elastic (5) | EMI (1) | end-to-end (5) |
EPSI (7) | estimation (2) | event-driven (1) |
Expectation Maximization (1) | expected information gain (1) | experimental design (3) |
explainability (6) | Exploration seismology (4) | extended image (1) |
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factorized formulations (1) | fast transform (1) | FD (1) |
field data (1) | finite difference (2) | finite difference method (1) |
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fluid-flow (3) | FNO (2) | Forward Modelling (1) |
Fourier (3) | Fourier neural operators (15) | FPGA (3) |
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full-waveform (1) | Full-waveform inversion (39) | full-waveform-inversion (1) |
FWI (71) | GANs (1) | gauss newton (1) |
Gauss-Newton method (2) | Gauss–Newton (1) | GCS (15) |
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Generative models (2) | geographic information systems (1) | geological carbon storage (1) |
Geophysical Prospecting (1) | geophysical techniques (2) | Geophysics (7) |
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Helmholtz equation (8) | Hessian (1) | hierarchical tucker (8) |
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higher-resolution images (1) | hinge loss (2) | horizon picking (2) |
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HPCS (1) | HSS (2) | IAM (1) |
ICASSP (6) | ICIAM (3) | IEEE (2) |
image gathers (1) | Image reconstruction (1) | image volume (1) |
Image Volumes (1) | image-gather (1) | Imaging (54) |
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Inverse problems (23) | Inverse theory (2) | inversion (44) |
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Joint inversion (1) | joint recovery (2) | joint recovery method (2) |
joint sparsity (1) | joint-recovery method (1) | joint-sparsity (1) |
JOLI (1) | JRM (14) | JUDI (6) |
Julia (6) | Jutul (1) | Kacmarz (1) |
Kaczmarz (6) | Kaczmarz method (1) | kalman (1) |
KAUST (1) | kernel method (1) | kriging (3) |
land (3) | large scale (3) | large-scale (5) |
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Least square (1) | least squares (3) | least squares migration (1) |
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least-squares RTM (1) | lifting (2) | linear operators (1) |
linear solver (1) | linearized Bregman (2) | linearized Bregman dynamical systems (1) |
Linearized inversion (1) | Lossy compression (1) | Low Memory (1) |
low rank (6) | low rank matrix completion (1) | low-rank (9) |
low-rank interpolation (1) | low-rank tensor (1) | low-rank transform (1) |
LS-RTM (2) | LSRTM (6) | machine learning (28) |
MAP (2) | marine (14) | Marine acquisition (3) |
Markov chain Monte Carlo (1) | massive data volumes (1) | Matlab (2) |
matrix completion (10) | matrix factorization (5) | matrix probing (1) |
matrix sensing (2) | matrix-free (1) | Maxeler (1) |
McMC (3) | medical imaging (7) | memory (2) |
message passing (2) | method of multipliers (1) | microseismic (3) |
MIDL (1) | migration (8) | migration velocity analysis (2) |
minimization (4) | Minkowski set (1) | ML4SEISMIC (35) |
Model Parallelism (1) | Modeling (11) | Modelling (15) |
monitoring (16) | MSc (16) | multigrid (2) |
multilevel (1) | multilinear algebra (1) | Multiphase Flow (1) |
multiphysics (6) | multiple (3) | multiple channels (1) |
multiples (17) | multiscale (1) | Mumford-Shah (1) |
MVA (6) | Newton’s method (2) | NFFT (3) |
NIPS (2) | noise (4) | non-convex (2) |
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nonconvex PDHG (1) | nonconvex quadratic problems (1) | nonlinear (1) |
nonlinear optimization (1) | nonuniform discrete Fourier transform (2) | normalization (1) |
normalizing flow (3) | Normalizing flows (30) | NSERC (6) |
nuclear norm minimization (1) | nuclear-norm (1) | nuclear-norm relaxation (1) |
numerical analysis (1) | numerical linear algebra (2) | Nyquist criterion (1) |
Nyquist sampling criterion (1) | OBC (1) | object-oriented programming (1) |
obn (2) | OED (1) | off the grid (2) |
off-the-grid (1) | off-the-grid recovery (1) | OGHPC (2) |
on-the-fly (2) | one-norm regularization (1) | one-way (1) |
one-way wave equation (1) | open-source (1) | Operator Learning (1) |
operator splitting (1) | optimal experimental design (1) | Optimization (54) |
Optimized Compressive Sensing (1) | parallel (2) | parallel computing (1) |
Pareto (2) | partial support recovery (1) | passive imaging (1) |
patent (1) | PCA (1) | PDE (3) |
PDE-constrained inversion (1) | PDE-constrained optimization (3) | penalty (1) |
penalty method (9) | penalty methods (1) | percolation (1) |
performance (3) | performance optimization (1) | permeability (1) |
Phantoms (1) | phase unwrapping (1) | PhD (13) |
Photoacoustic (2) | photoacoustic imaging (2) | Physics and Machine Learning Hybrid (2) |
PIMS (3) | porosity (1) | poster (1) |
power iterations (1) | power schemes (1) | precondition (1) |
preconditioning (1) | Presentation (391) | primal-dual splitting (1) |
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Processing (24) | projected gradient (1) | Projected Quasi Newton (1) |
projection (2) | Projections (2) | pseudo-differential operator (1) |
python (1) | quadratic constraints (1) | quadratic penalty method (1) |
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random sampling (3) | Random trace (1) | randomization (2) |
randomized acquisition (2) | randomized linear algebra (8) | randomized sampling (6) |
randomized sources subsampling (1) | randomized SVD (2) | randomized trace estimation (1) |
Rank (4) | rank minimization (4) | rank reduction (1) |
reciprocity (2) | reconfigurable computing (2) | reconstruction (3) |
regularization (9) | regularization minimization (1) | repeatability (1) |
repetition (1) | reproducing kernel (1) | REPSI (3) |
rerandomization (1) | reservoir simulation (1) | residual statics (1) |
resolution (1) | reverse-time migration (1) | RHPC (1) |
Riemannian manifold optimization (1) | riemannian optimization (4) | robust (1) |
Robust estimation (1) | robust statistics (1) | root finding (1) |
root-finding (2) | ROSE (1) | RTM (11) |
salt (3) | salt dome (1) | sampling (1) |
sampling methods (1) | SAMPTA (2) | SBGF (2) |
SCAIM (1) | scattering (1) | scattering transform (3) |
SEAM (2) | SEG (151) | SEG-AGU (1) |
segmentation (1) | seismic (3) | seismic data (4) |
Seismic data Interpolation (2) | seismic denoising (1) | seismic exploration techniques (2) |
seismic imaging (23) | Seismic inversion (2) | seismic trace interpolation (4) |
seismology (4) | sequential Bayes (3) | serverless (2) |
Sets (3) | shear wave (1) | shear waves (1) |
SIAM (13) | signal processing (4) | signal separation (1) |
simultaneous (3) | simultaneous acquisition (1) | simultaneous long offset (1) |
simultaneous source (1) | simultaneous sources (1) | SINBAD (294) |
SINBADFALL2010 (23) | SINBADFALL2011 (22) | SINBADFALL2012 (29) |
SINBADFALL2013 (34) | SINBADFALL2014 (30) | SINBADFALL2015 (23) |
SINBADFALL2016 (20) | SINBADFALL2017 (19) | SINBADSPRING2011 (4) |
SINBADSPRING2012 (7) | SINBADSPRING2013 (10) | SINBADSPRING2014 (15) |
SINBADSPRING2015 (10) | SINBASPRING2011 (1) | SLIM (454) |
SMC (1) | software (21) | software design (1) |
software optimization (1) | source (1) | source encoding (2) |
source estimation (11) | source separation (7) | source wavelet estimation (1) |
source-time function (1) | sources (1) | sparse (5) |
sparse inversion (4) | sparse reconstruction (1) | Sparse recovery (3) |
sparse solutions (2) | sparsity (8) | sparsity inversion (1) |
sparsity promoting (1) | sparsity promoting inversion (1) | sparsity promotion (4) |
Sparsity-promoting (1) | sparsity-promoting inversion (1) | sparsity-promotion (2) |
SPCP (1) | spectral gap (6) | spectral interpolation (1) |
spectral projector (1) | SPG$\ell_1$ (1) | SPIE (2) |
square root (1) | SRME (3) | statics (1) |
statistics (1) | stencil (3) | stochastic (3) |
stochastic gradient Langevin dynamics (2) | Stochastic optimization (5) | strains current acquisition system (1) |
strains current processing system (1) | structured grid (1) | structured tensor (7) |
Student's t (1) | students t (1) | Subsampling (1) |
Summary Statistics (7) | surface-related multiples (3) | surrogate (1) |
survey design (6) | symbolic processing (1) | symbolic Python (1) |
synthesis (1) | target-oriented imaging (1) | tensor (2) |
tensor algebra (1) | tensor completion (2) | tensor interpolation (5) |
thesis (10) | time domain (12) | time lapse (3) |
time series analysis (1) | Time-domain (4) | Time-Harmonic Wave Equation (1) |
time-jittered acquisition (1) | time-lapse (23) | Time-lapse Marine Acquisition (1) |
time-lapse seismic (4) | time-laspe (1) | total variation (2) |
total variation regularization (1) | total-variation (1) | total-variation minimization (1) |
total-variation norm (1) | Trace interpolation (1) | Transducers (1) |
transfer learning (2) | TRANSFORM (1) | transform-domain sparsity promotion (1) |
Transformers (1) | TTI (6) | tutorial (3) |
uncertain quantification (5) | uncertainty (2) | Uncertainty quantification (52) |
uniqueness (1) | UQ (3) | variable projection (5) |
variance (1) | Variational Inference (8) | variational method (1) |
variational optimization (1) | velocity continuation (5) | velocity model building (1) |
velocity-model building (1) | vibroseis (1) | VSP (1) |
wave equation (9) | Wave equation migration (1) | wave propagation (4) |
wave-equation (5) | wave-equation-based data mining (1) | wavefield decomposition (1) |
wavefield reconstruction (10) | Wavefield Reconstruction Inversion (4) | waveform inversion (15) |
Waveform reconstruction inversion (1) | weak-constraint (1) | weighted $\ell_1$ (3) |
weighted $\ell_1$ minimization (1) | weighted $\ell_p$ (1) | weighted increment (1) |
weighted matrix factorization (1) | weighted one-norm minimization (1) | weighting factors (2) |
well logs (3) | WISE (3) | WISER (1) |
workflow (1) | workshop (27) | WRI (18) |