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Kristopher A. Innanen
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Proceedings Papers

Time-lapse processing and imaging of the Snowflake 3D DAS VSP CO 2 monitoring dataset

Xiaohui Cai, Kristopher A. Innanen, Qi Hu, Ziguang Su, Donald C. Lawton
Paper presented at the SEG/AAPG International Meeting for Applied Geoscience & Energy, August 26–29, 2024
Paper Number: SEG-2024-4101262
https://doi.org/10.1190/image2024-4101262.1
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View Paper titled, Time-lapse processing and imaging of the Snowflake 3D DAS VSP CO 2 monitoring dataset
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Proceedings Papers

Hamiltonian Monte Carlo based time-lapse seismic FWI and uncertainty quantification in CO 2 monitoring: A VSP feasibility study

Jinji Li, Kristopher A. Innanen
Paper presented at the SEG/AAPG International Meeting for Applied Geoscience & Energy, August 26–29, 2024
Paper Number: SEG-2024-4092143
https://doi.org/10.1190/image2024-4092143.1
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View Paper titled, Hamiltonian Monte Carlo based time-lapse seismic FWI and uncertainty quantification in CO 2 monitoring: A VSP feasibility study
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Proceedings Papers

Field tests of multicomponent seismic optical fiber sensor deployments

Kevin W. Hall, Kevin L. Bertram, Kristopher A. Innanen, Don C. Lawton
Paper presented at the SEG/AAPG International Meeting for Applied Geoscience & Energy, August 26–29, 2024
Paper Number: SEG-2024-4094273
https://doi.org/10.1190/image2024-4094273.1
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View Paper titled, Field tests of multicomponent seismic optical fiber sensor deployments
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Proceedings Papers

Integrated networks for viscoelastic FWI: Mapping from Q to relaxation variables and quantifying modelling error

Tianze Zhang, Kristopher A. Innanen, Daniel Trad
Paper presented at the SEG/AAPG International Meeting for Applied Geoscience & Energy, August 26–29, 2024
Paper Number: SEG-2024-4094849
https://doi.org/10.1190/image2024-4094849.1
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View Paper titled, Integrated networks for viscoelastic FWI: Mapping from Q to relaxation variables and quantifying modelling error
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Proceedings Papers

Time-lapse full-waveform inversion strategies for Snowflake datasets acquired at Newell County Facility in Alberta, Canada

Hyeong-Geun Ji, Kristopher A. Innanen, Sea-Eun Park, Ju-Won Oh
Paper presented at the SEG/AAPG International Meeting for Applied Geoscience & Energy, August 26–29, 2024
Paper Number: SEG-2024-4098861
https://doi.org/10.1190/image2024-4098861.1
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View Paper titled, Time-lapse full-waveform inversion strategies for Snowflake datasets acquired at Newell County Facility in Alberta, Canada
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Proceedings Papers

Targeted nullspace shuttles as enablers of time-lapse CO 2 monitoring with sparse acquisition

Kimberly A. Pike, Kristopher A. Innanen, Scott D. Keating
Paper presented at the SEG/AAPG International Meeting for Applied Geoscience & Energy, August 26–29, 2024
Paper Number: SEG-2024-4100220
https://doi.org/10.1190/image2024-4100220.1
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View Paper titled, Targeted nullspace shuttles as enablers of time-lapse CO 2 monitoring with sparse acquisition
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Proceedings Papers

Stepsize sharing in time-lapse full-waveform inversion

Xin Fu, Kristopher A. Innanen
Paper presented at the SEG/AAPG International Meeting for Applied Geoscience & Energy, August 28–September 1, 2022
Paper Number: SEG-2022-3741811
https://doi.org/10.1190/image2022-3741811.1
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View Paper titled, Stepsize sharing in time-lapse full-waveform inversion
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Proceedings Papers

Simultaneous waveform inversion of seismic-while-drilling data for P-wave velocity, density, and source parameters

Jinji Li, Scott Keating, Nasser Kazemi, Roman Shor, Kristopher A. Innanen
Paper presented at the SEG/AAPG International Meeting for Applied Geoscience & Energy, August 28–September 1, 2022
Paper Number: SEG-2022-3743774
https://doi.org/10.1190/image2022-3743774.1
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View Paper titled, Simultaneous waveform inversion of seismic-while-drilling data for P-wave velocity, density, and source parameters
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Proceedings Papers

Predicting the time-evolution of CO 2 saturation through a combination of rock physics and full-waveform inversion

Qi Hu, Dario Grana, Kristopher A. Innanen
Paper presented at the SEG/AAPG International Meeting for Applied Geoscience & Energy, August 28–September 1, 2022
Paper Number: SEG-2022-3745280
https://doi.org/10.1190/image2022-3745280.1
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View Paper titled, Predicting the time-evolution of CO 2 saturation through a combination of rock physics and full-waveform inversion
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Proceedings Papers

Multilayer perceptron and Bayesian neural network based implicit elastic full-waveform inversion

Tianze Zhang, Jian Sun, Daniel O. Trad, Kristopher A. Innanen
Paper presented at the SEG/AAPG International Meeting for Applied Geoscience & Energy, August 28–September 1, 2022
Paper Number: SEG-2022-3746334
https://doi.org/10.1190/image2022-3746334.1
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View Paper titled, Multilayer perceptron and Bayesian neural network based implicit elastic full-waveform inversion
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Proceedings Papers

Incorporating estimates of data covariance in elastic FWI to combat random and correlated noise

Luping Qu, Scott Keating, Kristopher A. Innanen, Xin Fu
Paper presented at the SEG/AAPG International Meeting for Applied Geoscience & Energy, August 28–September 1, 2022
Paper Number: SEG-2022-3749878
https://doi.org/10.1190/image2022-3749878.1
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View Paper titled, Incorporating estimates of data covariance in elastic FWI to combat random and correlated noise
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Proceedings Papers

Estimation of helical fiber pitch angle and trace spacing from colocated DAS, accelerometer, and geophone datasets

Kevin W. Hall, Don C. Lawton, Kristopher A. Innanen
Paper presented at the SEG/AAPG International Meeting for Applied Geoscience & Energy, August 28–September 1, 2022
Paper Number: SEG-2022-3751543
https://doi.org/10.1190/image2022-3751543.1
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View Paper titled, Estimation of helical fiber pitch angle and trace spacing from colocated DAS, accelerometer, and geophone datasets
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Proceedings Papers

Fault detection in seismic volumes using a 2.5D residual neural networks approach

Marcelo Guarido, Paulina Wozniakowska, David J. Emery, Mariana Lume, Daniel O. Trad, Kristopher A. Innanen
Paper presented at the SEG/AAPG/SEPM First International Meeting for Applied Geoscience & Energy, September 26–October 1, 2021
Paper Number: SEG-2021-3582266
https://doi.org/10.1190/segam2021-3582266.1
View Paper titled, Fault detection in seismic volumes using a 2.5D residual neural networks approach
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Proceedings Papers

An MCMC-based approach to time-lapse full-waveform inversion

Xin Fu, Kristopher A. Innanen
Paper presented at the SEG/AAPG/SEPM First International Meeting for Applied Geoscience & Energy, September 26–October 1, 2021
Paper Number: SEG-2021-3594175
https://doi.org/10.1190/segam2021-3594175.1
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View Paper titled, An MCMC-based approach to time-lapse full-waveform inversion
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Proceedings Papers

A recurrent neural network for ??1 anisotropic viscoelastic full-waveform inversion with high-order total variation regularization

Tianze Zhang, Jian Sun, Kristopher A. Innanen, Daniel O. Trad
Paper presented at the SEG/AAPG/SEPM First International Meeting for Applied Geoscience & Energy, September 26–October 1, 2021
Paper Number: SEG-2021-3594168
https://doi.org/10.1190/segam2021-3594168.1
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View Paper titled, A recurrent neural network for ??1 anisotropic viscoelastic full-waveform inversion with high-order total variation regularization
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Proceedings Papers

Transdimensional multimode surface-wave dispersion inversion of seismic data recorded on trench-deployed distributed acoustic sensing fiber

Luping Qu, Jan Dettmer, Kristopher A. Innanen, Kevin Hall, Marie Macquet, Donald Lawton
Paper presented at the SEG/AAPG/SEPM First International Meeting for Applied Geoscience & Energy, September 26–October 1, 2021
Paper Number: SEG-2021-3594236
https://doi.org/10.1190/segam2021-3594236.1
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View Paper titled, Transdimensional multimode surface-wave dispersion inversion of seismic data recorded on trench-deployed distributed acoustic sensing fiber
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Proceedings Papers

Near-surface S-wave velocity and attenuation structure from full-waveform inversion of distributed acoustic sensing data

Luping Qu, Wenyong Pan, Kristopher A. Innanen, Jan Dettmer, Marie Macquet, Donald Lawton
Paper presented at the SEG/AAPG/SEPM First International Meeting for Applied Geoscience & Energy, September 26–October 1, 2021
Paper Number: SEG-2021-3594244
https://doi.org/10.1190/segam2021-3594244.1
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View Paper titled, Near-surface S-wave velocity and attenuation structure from full-waveform inversion of distributed acoustic sensing data
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Proceedings Papers

Pitfalls and insights from a machine learning contest on log facies classification

Marcelo Guarido, David J. Emery, Marie Macquet, Daniel O. Trad, Kristopher A. Innanen
Paper presented at the SEG/AAPG/SEPM First International Meeting for Applied Geoscience & Energy, September 26–October 1, 2021
Paper Number: SEG-2021-3580872
https://doi.org/10.1190/segam2021-3580872.1
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View Paper titled, Pitfalls and insights from a machine learning contest on log facies classification
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Proceedings Papers

Inversion of seismic amplitudes for layer-weakness and attenuation factor

Huaizhen Chen, Junxiao Li, Kristopher A. Innanen
Paper presented at the SEG/AAPG/SEPM First International Meeting for Applied Geoscience & Energy, September 26–October 1, 2021
Paper Number: SEG-2021-3583367
https://doi.org/10.1190/segam2021-3583367.1
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View Paper titled, Inversion of seismic amplitudes for layer-weakness and attenuation factor
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Proceedings Papers

Bayesian source-mechanism inversion for microearthquakes

Hongliang Zhang, Jubran Akram, Jan Dettmer, Kristopher A. Innanen
Paper presented at the SEG/AAPG/SEPM First International Meeting for Applied Geoscience & Energy, September 26–October 1, 2021
Paper Number: SEG-2021-3583596
https://doi.org/10.1190/segam2021-3583596.1
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View Paper titled, Bayesian source-mechanism inversion for microearthquakes
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