Conference Abstracts 2022

@inproceedings{CCA202208,
author = {Amundaray, N. and Innanen, K. A.},
title = {{Elastic full waveform inversion for time-lapse analysis of a CO₂ injection at CaMI.FRS using synthetic VSP}},
year = 2022,
booktitle = {{GeoConvention, Conference Abstracts}},
}

@inproceedings{CCA202241,
author = {Eaid, M. and Keating, S. and Innanen, K. A.},
title = {{Combined elastic FWI of accelerometer and DAS VSP data from a CO₂ sequestration test site in Newell County, Alberta}},
year = 2022,
booktitle = {{Second International Meeting for Applied Geoscience & Energy , Conference Abstracts}},
}

@inproceedings{CCA202223,
author = {Emery, D. J. and Guarido, M. and Russell, B. H. and Trad, D. O.},
title = {{Machine learning and lessons learned to improve Castagna's mudrock, Gardner's density, and Faust's velocity estimation.}},
year = 2022,
booktitle = {{GeoConvention, Conference Abstracts}},
}

@inproceedings{CCA202224,
author = {Emery, D. J. and Guarido, M. and Trad, D. O.},
title = {{The Pitfalls and Insights of Log Facies Classification using Machine Learning}},
year = 2022,
booktitle = {{SEG Machine Learning Workshop Abstract}},
}

@inproceedings{CCA202316,
author = {Fathalian, A. and Kazemi, N. and Auriol, J. and Trad, D. O. and Innanen, K. A. and Shor, R.},
title = {{Forward modeling of Seismic-While-Drilling data in anisotropic viscoelastic media with anisotropic attenuation}},
year = 2022,
booktitle = {{83rd EAGE Annual Conference & Exhibition, Jun 2022, Volume 2022, p.1 - 5, Conference Abstracts}},
}

@inproceedings{CCA202212,
author = {Fu, X. and Innanen, K. A.},
title = {{Reducing source wavelet non-repeatability for time-lapse shot gathers}},
year = 2022,
booktitle = {{GeoConvention, Conference Abstracts}},
}

@inproceedings{CCA202229,
author = {Fu, X. and Innanen, K. A.},
title = {{Stepsize sharing in time-lapse full-waveform inversion}},
year = 2022,
booktitle = {{Second International Meeting for Applied Geoscience & Energy, Expanded Abstracts}},
}

@inproceedings{CCA202222,
author = {Guarido, M. and Emery, D. J. and Trad, D. O. and Innanen, K. A.},
title = {{Calgary's municipal buildings' energy consumption analysis and forecast}},
year = 2022,
booktitle = {{GeoConvention, Conference Abstracts}},
}

@inproceedings{CCA202230,
author = {Hall, K. W. and Lawton, D. C. and Innanen, K. A.},
title = {{Estimation of helical fiber pitch angle and trace spacing from co-located DAS, accelerometer, and geophone datasets}},
year = 2022,
booktitle = {{Second International Meeting for Applied Geoscience & Energy, Expanded Abstracts}},
}

@inproceedings{CCA202201,
author = {Hall, K. W. and Lawton, D. C. and Innanen, K. A.},
title = {{Estimation of unknown trace spacings and pitch angles for helical fibre DAS data}},
year = 2022,
booktitle = {{GeoConvention, Conference Abstracts}},
}

@inproceedings{CCA202210,
author = {Henley, D. C.},
title = {{Experimental processing of physical model data from circular arrays}},
year = 2022,
booktitle = {{GeoConvention, Conference Abstracts}},
}

@inproceedings{CCA202235,
author = {Hu, Q. and Grana, D. and Innanen, K. A.},
title = {{Predicting the time-evolution of CO₂ saturation through a combination of rock physics and full waveform inversion}},
year = 2022,
booktitle = {{Second International Meeting for Applied Geoscience & Energy, Expanded Abstracts}},
}

@inproceedings{CCA202216,
author = {Hu, Q. and Innanen, K. A. and Macquet, M. and Lawton, D. C.},
title = {{Rock physics analysis of CaMI.FRS well-log data}},
year = 2022,
booktitle = {{GeoConvention, Conference Abstracts}},
}

@inproceedings{CCA202206,
author = {Huang, S. and Trad, D. O.},
title = {{Convolutional neural network-based reverse time migration with multiple energy}},
year = 2022,
booktitle = {{GeoConvention, Conference Abstracts}},
}

@inproceedings{CCA202207,
author = {Huang, S. and Wozniakowska, P. and Guarido, M. and Emery, D. J. and Trad, D. O.},
title = {{1D convolutional neural network with stacked bidirectional long short-term memory for seismic impedance inversion}},
year = 2022,
booktitle = {{SEG Applications of Machine Learning and AI in Geophysics Workshop Abstract}},
}

@inproceedings{CCA202202,
author = {Keating, S. and Eaid, M. and Innanen, K. A.},
title = {{Bypassing the near surface in full-waveform inversion of VSP data at the containment and monitoring institute field site}},
year = 2022,
booktitle = {{GeoConvention, Conference Abstracts}},
}

@inproceedings{CCA202240,
author = {Kolkman-Quinn, B. and Lawton, D. C.},
title = {{DAS and geophone field data comparison from VSP monitoring at the CaMI Field Research Station}},
year = 2022,
booktitle = {{Second International Meeting for Applied Geoscience & Energy, DAS Workshop Abstracts}},
}

@inproceedings{CCA202236,
author = {Kolkman-Quinn, B. and Lawton, D. C.},
title = {{Detection threshold of a shallow CO₂ plume with VSP data from the CaMI Field Research Station}},
year = 2022,
booktitle = {{Second International Meeting for Applied Geoscience & Energy, Expanded Abstracts}},
}

@inproceedings{CCA202204,
author = {Kolkman-Quinn, B. and Lawton, D. C. and Macquet, M.},
title = {{Time-lapse VSP detection of a simulated shallow CO₂ leak at the CaMI Field Research Station}},
year = 2022,
booktitle = {{GeoConvention, Conference Abstracts}},
}

@inproceedings{CCA202239,
author = {Lamoureux, M. P. and Vestrum, R.J.},
title = {{Fast, implicit finite difference solver for the wave equation}},
year = 2022,
booktitle = {{GeoConvention, Conference Abstracts}},
}

@inproceedings{CCA202233,
author = {Li, J. L. and Keating, S. and Kazemi, N. and Shor, R. and Innanen, K. A.},
title = {{Simultaneous waveform inversion of seismic-while-drilling data for P-wave velocity, density and source parameters}},
year = 2022,
booktitle = {{Second International Meeting for Applied Geoscience & Energy, Expanded Abstracts}},
}

@inproceedings{CCA202217,
author = {Liu, H. and Trad, D. O. and Innanen, K. A.},
title = {{Amplitude-encoding acoustic FWI using different bases}},
year = 2022,
booktitle = {{GeoConvention, Conference Abstracts}},
}

@inproceedings{CCA202219,
author = {Liu, H. and Trad, D. O. and Innanen, K. A.},
title = {{Application of amplitude-encoding strategy to elastic fullwaveform inversion}},
year = 2022,
booktitle = {{GeoConvention, Conference Abstracts}},
}

@inproceedings{CCA202209,
author = {Lume, M. and Innanen, K. A.},
title = {{Local optimization approaches for simultaneous AVO inversion based on re-parameterized Zoeppritz equations}},
year = 2022,
booktitle = {{GeoConvention, Conference Abstracts}},
}

@inproceedings{CCA202205,
author = {Monsegny, J. E. and Lawton, D. C. and Trad, D. O.},
title = {{Passive source location by diffraction scanning}},
year = 2022,
booktitle = {{GeoConvention, Conference Abstracts}},
}

@inproceedings{CCA202203,
author = {Monsegny, J. E. and Trad, D. O. and Lawton, D. C.},
title = {{An encoder-decoder CNN for DAS-to-geophone transformation}},
year = 2022,
booktitle = {{GeoConvention, Conference Abstracts}},
}

@inproceedings{CCA202228,
author = {Qu, L. and Keating, S. and Innanen, K. A. and Fu, X.},
title = {{Incorporating estimates of data covariance in elastic FWI to combat random and correlated noise}},
year = 2022,
booktitle = {{Second International Meeting for Applied Geoscience & Energy, Expanded Abstracts}},
}

@inproceedings{CCA202220,
author = {Qu, L. and Keating, S. and Innanen, K. A. and Fu, X.},
title = {{Reducing the influence of remnant noises on elastic FWI with misfit modification}},
year = 2022,
booktitle = {{GeoConvention, Conference Abstracts}},
}

@inproceedings{CCA202238,
author = {Sadownyk, L. S. and Guarido, M. and Zeinabady, D. and Sarvaramini, E. and Zhang, Z. and Tabasinejad, F. and Salari, H. and Innanen, K. A. and Clarkson, C. R.},
title = {{Shiny web applications for optimization of diagnostic fracture injection test (DFIT) event detection with unsupervised learning}},
year = 2022,
booktitle = {{GeoConvention, Conference Abstracts}},
}

@inproceedings{CCA202221,
author = {Sanchez, I. and Agudelo, W. M. and Sierra, D. and Trad, D. O.},
title = {{Simulated removal of near-surface scattered waves by elasticwave modeling}},
year = 2022,
booktitle = {{GeoConvention, Conference Abstracts}},
}

@inproceedings{CCA202315,
author = {Sanchez, I. and Agudelo, W. M. and Trad, D. O. and Sierra, D.},
title = {{Polarization filter based on linear Radon transform to extract surface waves in 3C seismic data}},
year = 2022,
booktitle = {{NSG2022 28th European Meeting of Environmental and Engineering Geophysics, Conference Abstracts}},
}

@inproceedings{CCA202213,
author = {Trad, D. O.},
title = {{GPU applications for modelling, imaging, inversion and machine learning}},
year = 2022,
booktitle = {{GeoConvention, Conference Abstracts}},
}

@inproceedings{CCA202232,
author = {Wang, Y. and Lawton, D. C.},
title = {{Accuracy and temporal resolution of attenuation estimation from DAS VSP at CaMI Field Research Station, Alberta}},
year = 2022,
booktitle = {{GeoConvention, Conference Abstracts}},
}

@inproceedings{CCA202231,
author = {Wang, Y. and Lawton, D. C.},
title = {{Time-lapse attenuation variations during CO₂ injection using DAS VSP data from the CaMI Field Research Station, Alberta, Canada}},
year = 2022,
booktitle = {{Second International Meeting for Applied Geoscience & Energy, Expanded Abstracts}},
}

@inproceedings{CCA202214,
author = {Zhang, T. and Innanen, K. A. and Trad, D. O.},
title = {{Learning the elastic wave equation with Fourier Neural Operators}},
year = 2022,
booktitle = {{GeoConvention, Conference Abstracts}},
}

@inproceedings{CCA202215,
author = {Zhang, T. and Sun, J. and Innanen, K. A. and Trad, D. O.},
title = {{An implicit neural representation for full waveform inversion}},
year = 2022,
booktitle = {{GeoConvention, Conference Abstracts}},
}

@inproceedings{CCA202234,
author = {Zhang, T. and Sun, J. and Trad, D. O. and Innanen, K. A.},
title = {{Multilayer perceptron and Bayesian neural network based implicit elastic full waveform inversion}},
year = 2022,
booktitle = {{Second International Meeting for Applied Geoscience & Energy, Expanded Abstracts}},
}