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Daniele Colombo
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Proceedings Papers

Deep learning Laplace-Fourier full-waveform inversion with virtual supershot gathers

Lei Fu, Daniele Colombo, Weichang Li, Ernesto Sandoval-Curiel, Ersan Turkoglu
Publisher: Society of Exploration Geophysicists
Paper presented at the SEG/AAPG International Meeting for Applied Geoscience & Energy, August 28–September 1, 2022
Paper Number: SEG-2022-3745792
DOI: https://doi.org/10.1190/image2022-3745792.1
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Proceedings Papers

Micro transient EM for seismic sand corrections through physics-coupled deep learning

Daniele Colombo, Ersan Turkoglu, Ernesto Sandoval-Curiel, Javier Giraldo-Buitrago
Publisher: Society of Exploration Geophysicists
Paper presented at the SEG/AAPG International Meeting for Applied Geoscience & Energy, August 28–September 1, 2022
Paper Number: SEG-2022-3730253
DOI: https://doi.org/10.1190/image2022-3730253.1
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View Paper titled, Micro transient EM for seismic sand corrections through physics-coupled deep learning
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Proceedings Papers

Advanced analysis of helicopter-borne microTEM data for seismic base of sand corrections

Ersan Turkoglu, Daniele Colombo, Ernesto Sandoval-Curiel
Publisher: Society of Exploration Geophysicists
Paper presented at the SEG/AAPG International Meeting for Applied Geoscience & Energy, August 28–September 1, 2022
Paper Number: SEG-2022-3736184
DOI: https://doi.org/10.1190/image2022-3736184.1
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View Paper titled, Advanced analysis of helicopter-borne microTEM data for seismic base of sand corrections
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Proceedings Papers

Deep learning seismic full-waveform inversion and transient EM joint inversion for near surface velocity modeling

Daniele Colombo, Ernesto Sandoval-Curiel, Ersan Turkoglu, Weichang Li
Publisher: Society of Exploration Geophysicists
Paper presented at the SEG/AAPG International Meeting for Applied Geoscience & Energy, August 28–September 1, 2022
Paper Number: SEG-2022-3746223
DOI: https://doi.org/10.1190/image2022-3746223.1
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View Paper titled, Deep learning seismic full-waveform inversion and transient EM joint inversion for near surface velocity modeling
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Proceedings Papers

A framework for coupled physics-deep learning inversion and multiparameter joint inversion

Daniele Colombo, Ersan Turkoglu, Weichang Li, Diego Rovetta
Paper presented at the SEG/AAPG/SEPM First International Meeting for Applied Geoscience & Energy, September 26–October 1, 2021
Paper Number: SEG-2021-3583272
DOI: https://doi.org/10.1190/segam2021-3583272.1
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View Paper titled, A framework for coupled physics-deep learning inversion and multiparameter joint inversion
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Proceedings Papers

Near-surface deconvolution via transmission wavefield surface-consistent analysis

Daniele Colombo, Diego Rovetta, Ernesto Sandoval-Curiel, Apostolos Kontakis
Paper presented at the SEG International Exposition and Annual Meeting, October 11–16, 2020
Paper Number: SEG-2020-3424977
DOI: https://doi.org/10.1190/segam2020-3424977.1
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View Paper titled, Near-surface deconvolution via transmission wavefield surface-consistent analysis
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Proceedings Papers

Physics-driven deep learning joint inversion

Daniele Colombo, Weichang Li, Diego Rovetta, Ernesto Sandoval-Curiel, Ersan Turkoglu
Paper presented at the SEG International Exposition and Annual Meeting, October 11–16, 2020
Paper Number: SEG-2020-3424997
DOI: https://doi.org/10.1190/segam2020-3424997.1
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Proceedings Papers

High-resolution near-surface Laplace-Fourier FWI in a surface-consistent framework

Daniele Colombo, Ernesto Sandoval-Curiel, Diego Rovetta, Apostolos Kontakis
Paper presented at the SEG International Exposition and Annual Meeting, October 11–16, 2020
Paper Number: SEG-2020-3425003
DOI: https://doi.org/10.1190/segam2020-3425003.1
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View Paper titled, High-resolution near-surface Laplace-Fourier FWI in a surface-consistent framework
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Proceedings Papers

A density-based spatial clustering application for a fully automatic picking of surface wave dispersion curves

Diego Rovetta, Apostolos Kontakis, Daniele Colombo, Ernesto Sandoval-Curiel
Paper presented at the SEG International Exposition and Annual Meeting, October 11–16, 2020
Paper Number: SEG-2020-3423024
DOI: https://doi.org/10.1190/segam2020-3423024.1
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View Paper titled, A density-based spatial clustering application for a fully automatic picking of surface wave dispersion curves
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Proceedings Papers

On the validity of the equivalent object and equivalent source models for including the effects of casing in CSEM reservoir imaging and monitoring

Armando Sena, Daniele Colombo, Gary McNeice
Paper presented at the SEG International Exposition and Annual Meeting, September 15–20, 2019
Paper Number: SEG-2019-3215499
DOI: https://doi.org/10.1190/segam2019-3215499.1
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View Paper titled, On the validity of the equivalent object and equivalent source models for including the effects of casing in CSEM reservoir imaging and monitoring
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Proceedings Papers

EM for reservoir monitoring: State of the art and a look to the future

Daniele Colombo, Gary W. McNeice, Weichang Li, Ernesto Sandoval-Curiel
Paper presented at the SEG International Exposition and Annual Meeting, September 15–20, 2019
Paper Number: SEG-2019-3216184
DOI: https://doi.org/10.1190/segam2019-3216184.1
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View Paper titled, EM for reservoir monitoring: State of the art and a look to the future
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Proceedings Papers

Deep learning-based EM inversion for reservoir monitoring

Weichang Li, Daniele Colombo, Ernesto Sandoval-Curiel
Paper presented at the SEG International Exposition and Annual Meeting, September 15–20, 2019
Paper Number: SEG-2019-W4-02
DOI: https://doi.org/10.1190/segam2019-w4-02.1
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View Paper titled, Deep learning-based EM inversion for reservoir monitoring
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Proceedings Papers

Geophysical joint inversion with multiple coupling operators

Daniele Colombo, Diego Rovetta
Paper presented at the 2018 SEG International Exposition and Annual Meeting, October 14–19, 2018
Paper Number: SEG-2018-2984464
DOI: https://doi.org/10.1190/segam2018-2984464.1
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View Paper titled, Geophysical joint inversion with multiple coupling operators
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Proceedings Papers

Surface-consistent amplitude balancing with refracted waves

Daniele Colombo, Diego Rovetta, Ernesto Sandoval-Curiel
Paper presented at the 2018 SEG International Exposition and Annual Meeting, October 14–19, 2018
Paper Number: SEG-2018-2984472
DOI: https://doi.org/10.1190/segam2018-2984472.1
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View Paper titled, Surface-consistent amplitude balancing with refracted waves
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Proceedings Papers

Near-surface velocity analysis for single-sensor data: An integrated workflow using surface waves, AI, and structure-regularized inversion

Taqi Alyousuf, Daniele Colombo, Diego Rovetta, Ernesto Sandoval-Curiel
Paper presented at the 2018 SEG International Exposition and Annual Meeting, October 14–19, 2018
Paper Number: SEG-2018-2994696
DOI: https://doi.org/10.1190/segam2018-2994696.1
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View Paper titled, Near-surface velocity analysis for single-sensor data: An integrated workflow using surface waves, AI, and structure-regularized inversion
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Proceedings Papers

Imaging sand dunes using helicopter-borne TEM data for seismic near-surface corrections

Ersan Türkoglu, Daniele Colombo, Gary McNeice, Diego Rovetta, Ernesto Sandoval-Curiel, Taqi Yousuf
Paper presented at the 2018 SEG International Exposition and Annual Meeting, October 14–19, 2018
Paper Number: SEG-2018-2994712
DOI: https://doi.org/10.1190/segam2018-2994712.1
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View Paper titled, Imaging sand dunes using helicopter-borne TEM data for seismic near-surface corrections
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Proceedings Papers

Automatic refraction-based velocity model building in complex marine environments

Ernesto Sandoval-Curiel, Daniele Colombo, Diego Rovetta, Ersan Turkoglu, Mohammed Al-Najjar, Apostolos Kontakis
Paper presented at the 2018 SEG International Exposition and Annual Meeting, October 14–19, 2018
Paper Number: SEG-2018-2994738
DOI: https://doi.org/10.1190/segam2018-2994738.1
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View Paper titled, Automatic refraction-based velocity model building in complex marine environments
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Proceedings Papers

Surface to borehole CSEM for waterflood monitoring in Saudi Arabia: Data analysis

Daniele Colombo, Gary W. McNeice
Paper presented at the 2018 SEG International Exposition and Annual Meeting, October 14–19, 2018
Paper Number: SEG-2018-2989653
DOI: https://doi.org/10.1190/segam2018-2989653.1
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View Paper titled, Surface to borehole CSEM for waterflood monitoring in Saudi Arabia: Data analysis
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Proceedings Papers

3D inversion of surface to borehole CSEM for waterflood monitoring

Gary W. McNeice, Daniele Colombo
Paper presented at the 2018 SEG International Exposition and Annual Meeting, October 14–19, 2018
Paper Number: SEG-2018-2994822
DOI: https://doi.org/10.1190/segam2018-2994822.1
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View Paper titled, 3D inversion of surface to borehole CSEM for waterflood monitoring
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Proceedings Papers

Microgravity investigation for drilling hazards in the Eastern Province of Saudi Arabia

Gary McNeice, Daniele Colombo, Michael Jervis
Paper presented at the 2017 SEG International Exposition and Annual Meeting, September 24–29, 2017
Paper Number: SEG-2017-17628225
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View Paper titled, Microgravity investigation for drilling hazards in the Eastern Province of Saudi Arabia
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