Conference Abstracts 2021

@inproceedings{CCA202110,
author = {Amundaray, N. and Innanen, K. A. and Macquet, M. and Lawton, D. C.},
title = {{Time-lapse acoustic FWI of VSP data with applications to monitoring CO₂ at the CaMI Field Research Station: a feasibility study}},
year = 2021,
booktitle = {{GeoConvention, Conference Abstracts}},
}

@inproceedings{CCA202119,
author = {Bayati, F. and Trad, D. O.},
title = {{3D Seismic data reconstruction using an adaptive weighted rank-reduction method}},
year = 2021,
booktitle = {{GeoConvention, Conference Abstracts}},
}

@inproceedings{SEG202109,
author = {Chen, H. and Li, J. and Innanen, K. A.},
title = {{Inversion of seismic amplitudes for layer-weakness and attenuation factor}},
year = 2021,
booktitle = {{First International Meeting for Applied Geoscience & Energy, Expanded Abstracts}},
}

@inproceedings{SEG202101,
author = {Eaid, M. and Hu, C. and Zhang, L. and Keating, S. and Innanen, K. A.},
title = {{Estimation of DAS microseismic source mechanisms using unsupervised deep learning}},
year = 2021,
booktitle = {{First International Meeting for Applied Geoscience & Energy, Expanded Abstracts}},
}

@inproceedings{CCA202117,
author = {Eaid, M. and Hu, C. and Zhang, L. and Keating, S. and Innanen, K. A.},
title = {{Estimation of microseismic source mechanisms from DAS data using unsupervised deep learning}},
year = 2021,
booktitle = {{GeoConvention, Conference Abstracts}},
}

@inproceedings{CCA202122,
author = {Emery, D. J. and Guarido, M. and Trad, D. O. and Innanen, K. A.},
title = {{Lessons Learned, Pitfalls and Feature Engineering for FORCE 2020: Log Facies Classification using Machine Learning}},
year = 2021,
booktitle = {{GeoConvention, Conference Abstracts}},
}

@inproceedings{CCA202101,
author = {Fathalian, A. and Guarido, M. and Trad, D. O. and Innanen, K. A.},
title = {{Deep learning for 3D fault detection within virtual reality visualization seismic volumes}},
year = 2021,
booktitle = {{Geoconvention, Conference Abstracts}},
}

@inproceedings{CCA202107,
author = {Fu, X. and Innanen, K. A.},
title = {{A new parallel simulated annealing algorithm for 1.5D acoustic full-waveform inversion}},
year = 2021,
booktitle = {{GeoConvention, Conference Abstracts}},
}

@inproceedings{SEG202102,
author = {Fu, X. and Innanen, K. A.},
title = {{An MCMC-based approach to time-lapse full-waveform inversion}},
year = 2021,
booktitle = {{First International Meeting for Applied Geoscience & Energy, Expanded Abstracts}},
}

@inproceedings{SEG202116,
author = {Guarido, M. and Emery, D. J. and Macquet, M. and Trad, D. O. and Innanen, K. A.},
title = {{Pitfalls and insights from a machine learning contest on log facies classification}},
year = 2021,
booktitle = {{First International Meeting for Applied Geoscience & Energy, Expanded Abstracts}},
}

@inproceedings{SEG202117,
author = {Guarido, M. and Woźniakowska, P. and Emery, D. J. and Lume, M. and Trad, D. O. and Innanen, K. A.},
title = {{Fault detection in seismic volumes using a 2.5D residual neural networks approach}},
year = 2021,
booktitle = {{First International Meeting for Applied Geoscience & Energy, Expanded Abstracts}},
}

@inproceedings{CCA202104,
author = {Hall, K. W. and Innanen, K. A. and Lawton, D. C.},
title = {{Field testing of multicomponent DAS sensing}},
year = 2021,
booktitle = {{GeoConvention, Conference Abstracts}},
}

@inproceedings{SEG202115,
author = {Hall, K. W. and Innanen, K. A. and Lawton, D. C.},
title = {{Multicomponent DAS sensing: Time-series strain-rate tensor estimation from fiber data}},
year = 2021,
booktitle = {{First International Meeting for Applied Geoscience & Energy, Expanded Abstracts}},
}

@inproceedings{CCA202113,
author = {Henley, D. C.},
title = {{A tale of two realities: comparing physical and numerical modeling responses for a common physical model}},
year = 2021,
booktitle = {{GeoConvention, Conference Abstracts}},
}

@inproceedings{SEG202114,
author = {Henley, D. C.},
title = {{To boldly go into the next dimension: Raypath interferometry for 3D near-surface corrections}},
year = 2021,
booktitle = {{First International Meeting for Applied Geoscience & Energy, Expanded Abstracts}},
}

@inproceedings{SEG202103,
author = {Hu, Q. and Innanen, K. A.},
title = {{Elastic full-waveform inversion with rock-physics constraints}},
year = 2021,
booktitle = {{First International Meeting for Applied Geoscience & Energy, Expanded Abstracts}},
}

@inproceedings{CCA202114,
author = {Hu, Q. and Innanen, K. A.},
title = {{Rock-physics properties from seismic attributes with global optimization methods}},
year = 2021,
booktitle = {{GeoConvention, Conference Abstracts}},
}

@inproceedings{CCA202120,
author = {Huang, S. and Trad, D. O.},
title = {{Full-wavefield applications in migration}},
year = 2021,
booktitle = {{GeoConvention, Conference Abstracts}},
}

@inproceedings{SEG202108,
author = {Keating, S. and Innanen, K. A.},
title = {{A tunneling approach for clustered priors in full waveform inversion}},
year = 2021,
booktitle = {{First International Meeting for Applied Geoscience & Energy, Expanded Abstracts}},
}

@inproceedings{SEG202107,
author = {Keating, S. and Innanen, K. A.},
title = {{Null-space shuttles for targeted uncertainty analysis in full-waveform inversion}},
year = 2021,
booktitle = {{First International Meeting for Applied Geoscience & Energy, Expanded Abstracts}},
}

@inproceedings{CCA202121,
author = {Keating, S. and Innanen, K. A.},
title = {{Tunneling: an approach for including rock-physics constraints in full-waveform inversion}},
year = 2021,
booktitle = {{GeoConvention, Conference Abstracts}},
}

@inproceedings{CCA202118,
author = {Kolkman-Quinn, B. and Lawton, D. C.},
title = {{Time-lapse VSP monitoring of shallow CO₂ sequestration at the CaMI Field Research Station}},
year = 2021,
booktitle = {{GeoConvention, Conference Abstracts}},
}

@inproceedings{CCA202124,
author = {Li, D. and Lamoureux, M. P. and Liao, W.},
title = {{Incorporating multiple a priori information for full waveform inversion}},
year = 2021,
booktitle = {{GeoConvention, Conference Abstracts}},
}

@inproceedings{SEG202104,
author = {Liu, H. and Trad, D. O. and Innanen, K. A.},
title = {{A first-order qP-wave propagator in 2D VTI media}},
year = 2021,
booktitle = {{First International Meeting for Applied Geoscience & Energy, Expanded Abstracts}},
}

@inproceedings{CCA202106,
author = {Liu, H. and Trad, D. O. and Innanen, K. A.},
title = {{A qP-wave propagator using staggered grid in 2D VTI media}},
year = 2021,
booktitle = {{GeoConvention, Conference Abstracts}},
}

@inproceedings{CCA202105,
author = {Liu, H. and Trad, D. O. and Innanen, K. A.},
title = {{Acoustic FWI using amplitude encoding strategy}},
year = 2021,
booktitle = {{GeoConvention, Conference Abstracts}},
}

@inproceedings{CCA202112,
author = {Macquet, M. and Lawton, D. C. and Rippe, D. and Schmidt-Hattenberger, C.},
title = {{Semi-continuous Electrical Resistivity Tomography monitoring for CO₂ injection at the CaMI Field Research Station, Newell County, Alberta, Canada}},
year = 2021,
booktitle = {{GeoConvention, Conference Abstracts}},
}

@inproceedings{SEG202113,
author = {Macquet, M. and Lawton, D. C. and Rippe, D. and Schmidt-Hattenberger, C.},
title = {{Semi-continuous electrical resistivity tomography monitoring for CO₂ injection at the CaMI Field Research Station, Newell County, Alberta, Canada}},
year = 2021,
booktitle = {{First International Meeting for Applied Geoscience & Energy, Expanded Abstracts}},
}

@inproceedings{CCA202127,
author = {Monsegny, J. E. and Hall, K. W. and Trad, D. O. and Lawton, D. C.},
title = {{Least Squares DAS to geophone transform}},
year = 2021,
booktitle = {{GeoConvention, Conference Abstracts}},
}

@inproceedings{SEG202119,
author = {Monsegny, J. E. and Hall, K. W. and Trad, D. O. and Lawton, D. C.},
title = {{Least-squares DAS to geophone transform}},
year = 2021,
booktitle = {{First International Meeting for Applied Geoscience & Energy, Expanded Abstracts}},
}

@inproceedings{CCA202125,
author = {Monsegny, J. E. and Lawton, D. C. and Trad, D. O.},
title = {{A comparative study of data from different DAS interrogators}},
year = 2021,
booktitle = {{GeoConvention, Conference Abstracts}},
}

@inproceedings{SEG202118,
author = {Monsegny, J. E. and Lawton, D. C. and Trad, D. O.},
title = {{A comparative study of data from different DAS interrogators}},
year = 2021,
booktitle = {{First International Meeting for Applied Geoscience & Energy, Expanded Abstracts}},
}

@inproceedings{CCA202126,
author = {Monsegny, J. E. and Trad, D. O. and Lawton, D. C.},
title = {{Reverse time migration approaches for DAS VSP data}},
year = 2021,
booktitle = {{GeoConvention, Conference Abstracts}},
}

@inproceedings{CCA202128,
author = {Niu, Z. and Trad, D. O.},
title = {{Deblending using convolutional neural networks}},
year = 2021,
booktitle = {{GeoConvention, Conference Abstracts}},
}

@inproceedings{SEG202112,
author = {Qu, L. and Dettmer, J. and Innanen, K. A. and Hall, K. W. and Macquet, M. and Lawton, D. C.},
title = {{Transdimensional multimode surface-wave dispersion inversion of seismic data recorded on trench-deployed Distributed Acoustic Sensing fiber}},
year = 2021,
booktitle = {{First International Meeting for Applied Geoscience & Energy, Expanded Abstracts}},
}

@inproceedings{SEG202111,
author = {Qu, L. and Pan, W. and Innanen, K. A. and Dettmer, J. and Macquet, M. and Lawton, D. C.},
title = {{Near-surface S-wave velocity and attenuation structure from full-waveform inversion of distributed acoustic sensing data}},
year = 2021,
booktitle = {{First International Meeting for Applied Geoscience & Energy, Expanded Abstracts}},
}

@inproceedings{CCA202102,
author = {Qu, L. and Pan, W. and Innanen, K. A. and Dettmer, J. and Macquet, M. and Lawton, D. C.},
title = {{Surface wave full waveform inversion with the data collected from a trench deployed Distributed Acoustic Sensing survey}},
year = 2021,
booktitle = {{GeoConvention, Conference Abstracts}},
}

@inproceedings{CCA202109,
author = {Trad, D. O.},
title = {{Computational aspects of FWI}},
year = 2021,
booktitle = {{GeoConvention, Conference Abstracts}},
}

@inproceedings{CCA202129,
author = {Wang, Y. and Lawton, D. C.},
title = {{Time-lapse DAS monitoring at the CaMI Field Research Station, Newell County, Alberta}},
year = 2021,
booktitle = {{GeoConvention, Conference Abstracts}},
}

@inproceedings{CCA202103,
author = {Wong, J. and Hall, K. W.},
title = {{Seismic physical modeling of COZD and COVA surveys: AVAZ effects observed on reflections from HTI targets}},
year = 2021,
booktitle = {{GeoConvention, Conference Abstracts}},
}

@inproceedings{SEG202105,
author = {Zhang, H. and Akram, J. and Dettmer, J. and Innanen, K. A.},
title = {{Bayesian source-mechanism inversion for microearthquakes}},
year = 2021,
booktitle = {{First International Meeting for Applied Geoscience & Energy, Expanded Abstracts}},
}

@inproceedings{CCA202116,
author = {Zhang, H. and Dettmer, J. and Wong, J. and Innanen, K. A.},
title = {{Simultaneous inversion for anisotropy parameters and microseismic-event locations in orthorhombic media}},
year = 2021,
booktitle = {{GeoConvention, Conference Abstracts}},
}

@inproceedings{CCA202111,
author = {Zhang, T. and Sun, J. and Innanen, K. A. and Trad, D. O.},
title = {{A recurrent neural network for ℓ₁ anisotropic viscoelastic full waveform inversion with high-order total variation regularization}},
year = 2021,
booktitle = {{GeoConvention, Conference Abstracts}},
}

@inproceedings{SEG202106,
author = {Zhang, T. and Sun, J. and Innanen, K. A. and Trad, D. O.},
title = {{A recurrent neural network for ℓ₁ anisotropic viscoelastic full waveform inversion with high-order total variation regularization}},
year = 2021,
booktitle = {{First International Meeting for Applied Geoscience & Energy, Expanded Abstracts}},
}

@inproceedings{CCA202130,
author = {Zhuang, K. and Trad, D. O.},
title = {{Application of HPC methods for Radon and Deblending}},
year = 2021,
booktitle = {{GeoConvention, Conference Abstracts}},
}