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Juan Romero
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Plug and play post-stack seismic inversion with CNN-based denoisers
J Romero, M Corrales, N Luiken, M Ravasi
Second EAGE Subsurface Intelligence Workshop 2022 (1), 1-5, 2022
102022
Posterior sampling with CNN-based, Plug-and-Play regularization with applications to Post-Stack Seismic Inversion
M Izzatullah, T Alkhalifah, J Romero, M Corrales, N Luiken, M Ravasi
arXiv preprint arXiv:2212.14595, 2022
62022
Seeing through the CO2 plume: Joint inversion-segmentation of the Sleipner 4D seismic data set
J Romero, N Luiken, M Ravasi
The Leading Edge 42 (7), 1938-3789, 2023
42023
Striking a balance: Seismic inversion with model-and data-driven priors
M Ravasi, J Romero, M Corrales, N Luiken, C Birnie
Developments in structural geology and tectonics 6, 153-200, 2024
32024
Robust joint inversion and segmentation of 4D seismic data
J Romero, M Ravasi, N Luiken
Second International Meeting for Applied Geoscience & Energy, 3414-3418, 2022
32022
Joint inversion and segmentation of the 4D Sleipner seismic dataset
J Romero, M Ravasi, N Luiken
84th EAGE Annual Conference & Exhibition 2023 (1), 1-5, 2023
22023
Deep Learning to replace or augment model-based seismic inversion?
M Ravasi, N Luiken, J Romero, M Corrales
84th EAGE Annual Conference & Exhibition 2023 (1), 1-5, 2023
22023
A novel approach to train self-supervised seismic denoising DNN architectures
J Romero, D Oikonomou, O Ibrahim
First Break 40 (12), 71-77, 2022
22022
Plug-and-Play Stein variational gradient descent for Bayesian post-stack seismic inversion
M Izzatullah, T Alkhalifah, J Romero, M Corrales, N Luiken, M Ravasi
84th EAGE Annual Conference & Exhibition 2023 (1), 1-5, 2023
12023
Robust Regularized Regression Using a Modified ADMM
N Luiken, M Ravasi, J Romero
83rd EAGE Annual Conference & Exhibition 2022 (1), 1-5, 2022
12022
Posterior sampling with convolutional neural network-based plug-and-play regularization with applications to poststack seismic inversion
M Izzatullah, T Alkhalifah, J Romero, M Corrales, N Luiken, M Ravasi
Geophysics 89 (2), R137-R153, 2024
2024
Plug-and-Play regularized 3D seismic inversion with 2D pre-trained denoisers
N Luiken, J Romero, M Corrales, M Ravasi
arXiv preprint arXiv:2401.00753, 2024
2024
IntraSeismic: a coordinate-based learning approach to seismic inversion
J Romero, W Heidrich, N Luiken, M Ravasi
arXiv preprint arXiv:2312.10568, 2023
2023
DIG-Kaust/4DProximal
J Romero, N Luiken, M Ravasi
Github, 2023
2023
Enhanced Detection of Seismic Time-Lapse Changes with 4D Joint Seismic Inversion and Segmentation
JD Romero
2023
Deep learning-based regularization of post-stack seismic inversion
J Romero
2022
DIG-Kaust/Seismic_PnP: Plug and Play Post-Stack Seismic Inversion with CNN-based Denoisers
MA Corrales Guerrero, JD Romero
Github, 2022
2022
Sväng med kärlek till dig. Stilanalysarbete: Tre candombe-stilar
J Romero
2014
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