Skip to main content
Seismic Laboratory for Imaging and Modeling
About Us
What's SLIM
Team
Team
Visitors
Alumni
Alumni (UBC)
Everybody
SPONSORS
Computational Resources
Cloud Computing
Past Resources
OPTIMUM (UBC)
YEMOJA (UBC)
Join Us
Contact
PROJECTS
ML4Seismic
PAST PROJECTS
SINBAD (UBC)
DNOISE (UBC)
III - Brazil (UBC)
CHARM (UBC)
EVENTS
PARTNERS MEETINGS
Seminars
OTHER EVENTS
Calendar
PUBLICATIONS
Submitted
Journals
Conferences
SEG
EAGE
ML4Seismic
SINBAD (UBC)
Technical Reports
Theses
Authors
Keywords
RESEARCH
Acquisition
Processing
w/ ML
w/ Curvelets
Modelling
Waves
Surrogates
Imaging
RTM
Compressive imaging
Extended Imaging
Uncertainty-aware imaging
Imaging with tasks
Medical imaging
Time-lapse imaging
Full-Waveform Inversion
Algorithms
WRI
Constrained
Uncertainty quantification
Time-lapse FWI
Monitoring
Time-lapse seismic
Geological Carbon Storage
Machine Learning
Neural networks
Seismic data processing
Uncertainty quantification
Optimization
Structure promoting
Constrained
Compressive Sensing
Collaborations
Funding
ML4Seismic
Past Projects
SINBAD (UBC)
DNOISE (UBC)
III - Brazil (UBC)
CHARM (UBC)
Computational Resources
Cloud Computing
Past Resources
OPTIMUM (UBC)
YEMOJA (UBC)
Software
INTERNAL
SLIM Newcomers
SLIM Resources
BibTeX Submission
Team member registration
Home
/
Biblio
Biblio
Search
Show only items where
Author
any
Akalin, Okan
Aldroubi, Akram
Alfaraj, Ali M.
Alhashim, Fadhel Abbas
AlMatar, Mufeed H.
Aravkin, Aleksandr Y.
Arockiasamy, Richard Rex
Au-Yeung, Enrico
Avasarala, Srikanth
Bernabé, Y.
Beyreuther, Moritz
Bhar, Ipsita
Bilsby, Philip
Bisbas, George
Boeniger, Urs
Bougher, Ben B.
Brown, Cody R.
Bruer, Grant
Bube, Kenneth
Burgess, Tim
Burke, James V.
Calandra, Henri
Calvert, Andrew J.
Chai, Xintao
Chandra, Ranveer
Chandramoorthy, Nisha
Chartrand, Rick
Chen, Peng
Chinen, Michael
Chow, Edmond
Chung, Matthias
Cirakman, Ege
Clowes, Ron
Cristall, Jamin
Da Silva, Curt
Daskalakis, Emmanouil
Davis, Damek
de Aguiar, Marcos
Deng, Zijun
Denton, Tom
DeVault, Bryan
Dumani, Diego S.
Dupuis, Catherine
Emelianov, Stanislav
Erdinc, Huseyin Tuna
Erlangga, Yogi A.
Eso, R. A.
Esser, Ernie
Evans, B.
Fang, Zhilong
Fenelon, Lloyd
Fomel, Sergey
Friedlander, Michael P.
Frijlink, M. O.
Gahlot, Abhinav Prakash
Ghadermarzy, Navid
Goh, Gabriel
Gordon, Rachel
Gordon, Dan
Gorman, Gerard J.
Gorman, Gerard
Grady, Thomas J.
Grady, Thomas
Graff, Marie
Graff-Kray, Marie
Greif, Chen
Guasch, Lluís
Haber, Eldad
Ham, David
Hanlon, Ian
Hargreaves, Brock
Hennenfent, Gilles
Henriksson, Victor
Herrmann, Felix
Herrmann, Felix J.
Hewett, Russell J.
Hovland, Paul
Hückelheim, Jan
Hueckelheim, Jan
Javanmehri, Mostafa
Johnson, James
Jones, Charles
Jumah, Bander
Juneja, Harsh
Kadu, Ajinkya
Kartha, Yadhu
Kazakas, Paulius
Keers, Henk
Kelly, Paul H. J.
Khan, Rishi
Kirlin, R.
Kleijn, Bastiaan
Kotsi, Maria
Krislock, Nathan
Kukreja, Navjot
Kumar, Nameet
Kumar, Vishal
Kumar, Rajiv
Kurjeka, Navjot
Kuske, Rachel
Lago, Rafael
Lai, Thomas
Laine, Andrew F.
Lange, Michael
Lebed, Evgeniy
Lee, Chia Ying
Lensink, Keegan
Li, Xiaowei
Li, Haoyun
Li, Xiang
Lin, Tim T.Y.
Liu, Michelle
Lopez, Oscar
Louboutin, Mathias
Luporini, Fabio
Ma, Jianwei
Macedo, Ives
Malcolm, Alison
Mansour, Hassan
Maysami, Mohammad
Miao, Lina
Min, Dong-Joo
Modzelewski, Henryk
Moghaddam, Peyman P.
Mok, U.
Moldoveanu, Nick
Moyner, Olav
Mulder, Wim A.
Murphy, K.
Møyner, Olav
Napier, S.
Neelamani, R.
Nelson, Rhodri
Nutini, Julie
Oghenekohwo, Felix
Oh, Ju-Won
Oldenburg, D. W.
Oriato, Diego
Orozco, Rafael
Oueity, Jounada
Pacteau, Sebastien
Pandolfo, Vincenzo
Park, Jeongjin
Peters, Bas
Petrenko, Art
Pong, Ting Kei
Quigley, John
Recht, Ben
Ren, Yuxiao
Rex, Richard
Rickett, James
Rizzuti, Gabrio
Ross-Ross, Sean
Saab, Rayan
Sanavi, Hamideh
Sastry, Challa S.
Saunders, M. A.
Schmidt, Mark
Selvage, James
Selvages, James
Shahidi, Reza
Sharan, Shashin
Siahkoohi, Ali
Skoglund, Jan
Smithyman, Brendan R.
Souza, Thales
Stolk, Christiaan C.
Takougang, Eric Takam
Tamalet, Anais
Tang, Gang
Tang, Wen
Thomson, Darren
Thorbecke, Jan
Tilbury, Simon
Trad, Daniel
Tschannen, Valentin
Tseng, P.
Tu, Ning
Unser, Michael A.
van Borselen, R. G.
van den Berg, Ewout
van der Neut, Joost
van Leeuwen, Tristan
Vasconcelos, Ivan
Velesko, Paulius
Verschuur, Dirk J.
Verschuur, D. J.
Wang, Rongrong
Wang, Deli
Wapenaar, Kees
Warner, Mike
Washbourne, John
Wason, Haneet
Wilkinson, D.
Witte, Philipp A.
Yan, Jiupeng
Yang, Mengmeng
Yarham, Carson
Yarman, Can Evren
Yilmaz, Ozgur
Yin, Ziyi
Yount, Charles
Yu, Ting-ying
Zacarias, Felippe Vieira
Zeng, Shiqin
Zeng, Yunlin
Zhang, Mi
Zhang, Yijun
Zhang, Yiming
Zheglova, Polina
Type
any
Unpublished
Journal Article
Presentation
Conference
Thesis
Report
Software
Term
any
Year
any
2026
2025
2024
2023
2022
2021
2020
2019
2018
2017
2016
2015
2014
2013
2012
2011
2010
2009
2008
2007
2006
2005
2004
2003
2001
Keyword
any
$\ell_1/\ell_2$
2D
3D
3D data interpolation
3D digital shadow
3D SEAM Barrett dataset
4-D seismic
4D
4D seismic
5D
5D reconstruction
AAAI
AABI
Acceleration
acoustic
Acquisition
Adjoint
Adjoint-state
Agentic AI
AGU
AIDT4ES
AIP
algorithm
algorithms
alternating minimization
Amortization Gap
amortized Bayes
Amortized Inference
Amortized Variational Inference
AMP
amplitude
AMS Von Neumann
AMSES
analysis
anisotropy
approximate message passing
ASEG
attention
augmentation
AVA
AWS
basis pursuit
bayes
bayesian
Bayesian Estimation
Bayesian inference
Bayesian sampling
biadjacency matrix
biconvex
bipartite graph
blended
blending
blind deconvolution
blind-test
block-cg
born
Bregman
Bregman method
bright spots
BSc
calibration
calibration errors
CAM
CAMSAP
CCS
CCUS
CG
CGMN
chatter
checkpointing
CIG
CiSE
classification
classifier
cloud
cloud computing
clusterless
CMS
coil data
common shot/receiver gather
compiler
compressed sensing
compression
Compressive Sensing
computational seismology
Computers and Geosciences
computing
conditional normalizing flows
conditional prior
conditional priors
cones constraints
Consortium
constrained optimization
constraint
constraints
continuity
control
Controlled source seismology
convex
convex composite
convex constraints
convex optimization
convex phase retrieval
convex program
convex semidefinite programming
convex sets
Convolutions
cosparsity
coupled inversion
CRMN
cross-flow noise
CS
CSE25
CSEG
curvelet
curvelet transform
curvelet transforms
curvelets
Cyber
cycle skipping
cycling
dantzig
data acquisition
data assimilation
data reconstruction
data regularization
deblending
decision making
decomposition
deconvolution
deep image
deep learning
deep prior
deep priors
denoising
density effect
depth extrapolation
depth migration
derivative-informed
derivatve-informed
devito
dictionary learning
difference of convex
differential geometry
differential programming
diffusion
diffusion models
diffusion-pde models
digital twin
dimensionality curse
dimensionality reduction
dip
Diracc
Dispersion
distributed compressed sensing
distributed compressive sensing
DNOISE
domain-specific languages
downhole receivers
duality
dynamic nonlinear optimization
EAGE
Earth
elastic
EMI
end-to-end
EnKF
Ensebmle Kalman Filter
Ensemble Bayesian filtering
ensemble Kalman filter
EOR
EPSI
estimation
event-driven
Expectation Maximization
expected information gain
experimental design
explainability
Exploration seismology
extended image
extended image volume
extended image volumes
extended images
extended imaging
extrapolation
factorization
factorized formulations
fast transform
FD
field data
finite difference
finite difference method
finite differences
finite-difference
finite-differences
Fisher Information Matrix
Fisher-information
flow-matching
fluid flow
fluid-flow
FNO
Forward Modelling
foundation models
Fourier
Fourier neural operators
FPGA
free surface
frequency-domain
full extended image volumes
full wave equation migration
full waveform inference
full waveform inversion
full-space
full-waveform
Full-waveform inversion
full-waveform-inversion
FWI
GANs
gauss newton
Gauss-Newton method
Gauss–Newton
GCS
generative adversarial networks
generative AI
generative model
generative modeling
Generative models
geographic information systems
geological carbon storage
Geophysical Prospecting
geophysical techniques
Geophysics
geostatistics
Gibbs sampling
GMD
GPUs
ground roll
group 1-sparsity
group sparsity
GSCS
GT
Helmholtz
Helmholtz equation
Hessian
hierarchical tucker
hierarchical tucker tensor
hierarchical tucker tensors
high performance computing
high-contrast and high velocity
higher-resolution images
hinge loss
history matching
horizon picking
horizon tracking
HotCSE
HPC
HPCS
HSS
IAM
ICASSP
ICIAM
IEEE
igm
IMAGE
image gathers
image generative model
Image reconstruction
image volume
Image Volumes
image-gather
Imaging
imaging condition
incoherence enhancement
inconsistent linear systems
induced seismicity
inexact gradient
Interferometry
interpolation
intersection
Intersections
INTERSPEECH
invariance relationship
inverse
Inverse problems
Inverse theory
inversion
Invertible network
invertible networks
ION
IPMS
irregular sampling
IS20
Iterative
iterative algorithms
iterative thresholding
jittered sampling
Joint inversion
joint recovery
joint recovery method
joint sparsity
joint-recovery method
joint-sparsity
JOLI
JRM
jrm pjrm
JUDI
Julia
Jutul
Kacmarz
Kaczmarz
Kaczmarz method
kalman
KAUST
kernel method
kriging
kronecker product
land
large scale
large-scale
late fusion
leakage detection
learned constraints
learned summary statistics
learned surrogates
Least square
least squares
least squares migration
least-squares
least-squares imaging
least-squares migration
least-squares RTM
lifting
linear operators
linear solver
linearized Bregman
linearized Bregman dynamical systems
Linearized inversion
Lossy compression
Low Memory
low rank
low rank matrix completion
low-rank
low-rank interpolation
low-rank tensor
low-rank transform
LS-RTM
LSRTM
machine learning
MAP
marine
Marine acquisition
Markov chain Monte Carlo
massive data volumes
Matlab
matrix completion
matrix factorization
matrix probing
matrix sensing
matrix-free
Maxeler
McMC
medical imaging
memory
message passing
method of multipliers
microseismic
MIDL
migration
migration velocity analysis
minimization
Minkowski set
ML4SEISMIC
mmd
Model Parallelism
Modeling
Modelling
monitoring
MSc
multigrid
multilevel
multilinear algebra
Multiphase Flow
multiphyics
multiphysics
multiple
multiple channels
multiples
multiscale
Mumford-Shah
MVA
Newton’s method
NFFT
NIPS
noise
non-convex
non-linear dynamical systems
non-smooth dynamics
nonconvex
nonconvex optimization
nonconvex PDHG
nonconvex quadratic problems
nonlinear
nonlinear optimization
nonuniform discrete Fourier transform
normalization
normalizing flow
Normalizing flows
North-sea data
NSERC
nuclear norm minimization
nuclear-norm
nuclear-norm relaxation
numerical analysis
numerical linear algebra
Nyquist criterion
Nyquist sampling criterion
OBC
object-oriented programming
obn
OED
off the grid
off-the-grid
off-the-grid recovery
OGHPC
on-the-fly
one-norm regularization
one-way
one-way wave equation
open-source
Operator Learning
operator splitting
optimal experimental design
Optimization
Optimized Compressive Sensing
parallel
parallel computing
Pareto
partial support recovery
passive imaging
patent
PCA
PDE
PDE-constrained inversion
PDE-constrained optimization
penalty
penalty method
penalty methods
percolation
performance
performance optimization
permeability
Phantoms
phase unwrapping
PhD
Photoacoustic
photoacoustic imaging
Physics and Machine Learning Hybrid
PIMS
porosity
poster
power iterations
power schemes
power-scaling
precondition
preconditioning
Presentation
primal-dual splitting
primaries
private
probing
Processing
projected gradient
Projected Quasi Newton
projection
Projections
pseudo-differential operator
python
quadratic constraints
quadratic penalty method
quadratic-penalty
quasi-Newton
random
random sampling
Random trace
randomization
randomized acquisition
randomized linear algebra
randomized sampling
randomized sources subsampling
randomized SVD
randomized trace estimation
Rank
rank minimization
rank reduction
real seismic data
reciprocity
reconfigurable computing
reconstruction
reduced-order modeling
regularization
regularization minimization
repeatability
repetition
reproducing kernel
REPSI
rerandomization
reservoir simulation
residual statics
resolution
reverse-time migration
RHPC
RICE
Riemannian manifold optimization
riemannian optimization
robust
Robust estimation
robust statistics
rock physics
root finding
root-finding
ROSE
RTM
SAGE
salt
salt dome
sampling
sampling methods
SAMPTA
SBGF
SCAIM
scattering
scattering transform
scientific coding agent
scientific machine learning
SciML
score
SEAM
SEG
SEG-AGU
segmentation
seismic
seismic data
Seismic data Interpolation
seismic denoising
seismic exploration techniques
seismic imaging
Seismic inversion
seismic trace interpolation
seismology
sequential Bayes
serverless
Sets
SH wave
shear wave
shear waves
SIAM
signal processing
signal separation
simulation-based inference
simultaneous
simultaneous acquisition
simultaneous long offset
simultaneous source
simultaneous sources
SINBAD
SINBADFALL2010
SINBADFALL2011
SINBADFALL2012
SINBADFALL2013
SINBADFALL2014
SINBADFALL2015
SINBADFALL2016
SINBADFALL2017
SINBADSPRING2011
SINBADSPRING2012
SINBADSPRING2013
SINBADSPRING2014
SINBADSPRING2015
SINBASPRING2011
SLIM
SMC
software
software design
software optimization
source
source encoding
source estimation
source separation
source wavelet estimation
source-time function
sources
sparse
sparse inversion
sparse observations
sparse reconstruction
Sparse recovery
sparse solutions
sparsity
sparsity inversion
sparsity promoting
sparsity promoting inversion
sparsity promotion
Sparsity-promoting
sparsity-promoting inversion
sparsity-promotion
SPCP
SPE
spectral gap
spectral interpolation
spectral projector
SPG$\ell_1$
SPIE
square root
SRME
statics
statistics
stencil
stochastic
stochastic gradient Langevin dynamics
Stochastic optimization
strains current acquisition system
strains current processing system
structured grid
structured tensor
Student's t
students t
Subsampling
Summary Statistics
surface-related multiples
surrogate
survey design
symbolic processing
symbolic Python
synthesis
target-oriented imaging
tensor
tensor algebra
tensor completion
tensor interpolation
thesis
time domain
time lapse
time series analysis
Time-domain
Time-Harmonic Wave Equation
time-jittered acquisition
time-lapse
Time-lapse Marine Acquisition
time-lapse seismic
time-laspe
time-to-depth conversion
total variation
total variation regularization
total-variation
total-variation minimization
total-variation norm
Trace interpolation
Transducers
transfer learning
TRANSFORM
transform-domain sparsity promotion
Transformers
TTI
tutorial
two-phase flow
UK-NDR
uncertain quantification
uncertainty
uncertainty calibration
Uncertainty quantification
uniqueness
UQ
variable projection
variance
Variational Inference
variational method
variational optimization
velocity continuation
velocity model
velocity model building
velocity-model building
vibroseis
VSP
wave equation
Wave equation migration
wave propagation
wave-equation
wave-equation-based data mining
wavefield decomposition
wavefield reconstruction
Wavefield Reconstruction Inversion
waveform inversion
Waveform reconstruction inversion
weak-constraint
weighted $\ell_1$
weighted $\ell_1$ minimization
weighted $\ell_p$
weighted increment
weighted matrix factorization
weighted one-norm minimization
weighting factors
well logs
WISE
WISER
workflow
workshop
WRI
Export 2 results:
BibTeX
Author
Title
Type
[
Year
]
Filters:
Author
is
Thales Souza
and
Keyword
is
SEG
[Clear All Filters]
2026
I. Bhar
,
Huseyin Tuna Erdinc
,
Souza, T.
,
Charles Jones
, and
Felix J. Herrmann
,
“
OpenSeisML: Open Large-Scale Real Seismic and well-log Dataset for Generative AI
”
. 2026.
BibTeX
Huseyin Tuna Erdinc
,
Bhar, I.
,
Rafael Orozco
,
Souza, T.
, and
Felix J. Herrmann
,
“
SAGE: Subsurface AI-driven Geostatistical Extraction with proxy posterior
”
. 2026.
BibTeX
] ] ]