Research Reports 2022
@article{CRR202201,
author = {Amundaray, N. and Keating, S. and Eaid, M. and Innanen, K. A.},
title = {{Well-log parameterized full waveform inversion 1: analysis of the single parameter case}},
year = 2022,
journal = {{CREWES Research Report}},
volume = 34,
pages = {1.1--1.10},
}
@article{CRR202202,
author = {Amundaray, N. and Keating, S. and Eaid, M. and Innanen, K. A.},
title = {{Well-log parameterized full waveform inversion 2: formulation of the two parameter case}},
year = 2022,
journal = {{CREWES Research Report}},
volume = 34,
pages = {2.1--2.12},
}
@article{CRR202203,
author = {Bertram, K. L. and Innanen, K. A. and Hall, K. W. and Bertram, M. B. and Reid, S. and Chan, W.},
title = {{Field school 2022, exposing the geoscientists of tomorrow to field acquisition methods}},
year = 2022,
journal = {{CREWES Research Report}},
volume = 34,
pages = {3.1--3.0},
}
@article{CRR202204,
author = {Bertram, K. L. and Wong, J.},
title = {{Upgrading the physical modelling lab with a new tank}},
year = 2022,
journal = {{CREWES Research Report}},
volume = 34,
pages = {4.1--4.16},
}
@article{CRR202205,
author = {Cai, X. and Innanen, K. A. and Hu, Q. and Eaid, M. and Keating, S. and Hall, K. W. and Lawton, D. C.},
title = {{VSP imaging of CO2 injection with rapid-repeat time lapse full waveform inversion}},
year = 2022,
journal = {{CREWES Research Report}},
volume = 34,
pages = {5.1--5.15},
}
@article{CRR202206,
author = {Cai, X. and Innanen, K. A. and Zhang, T. and Hall, K. W. and Eaid, M.},
title = {{Analysis of the FWI workflow for geophone and DAS data from the 2018 CaMI VSP survey}},
year = 2022,
journal = {{CREWES Research Report}},
volume = 34,
pages = {6.1--6.10},
}
@article{CRR202207,
author = {Chen, H. and Han, J. and Innanen, K. A.},
title = {{Azimuthal seismic inversion for fracture weaknesses based on facies constraint}},
year = 2022,
journal = {{CREWES Research Report}},
volume = 34,
pages = {7.1--7.12},
}
@article{CRR202208,
author = {Chen, H. and Innanen, K. A.},
title = {{Inversion for reservoir parameters using first- and second-order derivatives of elastic impedance}},
year = 2022,
journal = {{CREWES Research Report}},
volume = 34,
pages = {8.1--8.12},
}
@article{CRR202200,
author = {CREWES},
title = {{Abstract Book}},
year = 2022,
journal = {{CREWES Research Report}},
volume = 34,
pages = {0.1--0.76},
}
@article{CRR202209,
author = {Emery, D. J. and Guarido, M. and Trad, D. O.},
title = {{Machine Learning Mineralogy Classification Comparison to Empirical Log Relationship and Implication for Physics Informed Modeling}},
year = 2022,
journal = {{CREWES Research Report}},
volume = 34,
pages = {9.1--9.24},
}
@article{CRR202210,
author = {Fontes, P. H. L. and Trad, D. O. and Sanchez, I.},
title = {{The use of U-Net and Radon transforms for multiple attenuation}},
year = 2022,
journal = {{CREWES Research Report}},
volume = 34,
pages = {10.1--10.21},
}
@article{CRR202211,
author = {Fu, X. and Innanen, K. A.},
title = {{A robust source-independent full-waveform inversion}},
year = 2022,
journal = {{CREWES Research Report}},
volume = 34,
pages = {11.1--11.19},
}
@article{CRR202212,
author = {Fu, X. and Innanen, K. A.},
title = {{Time-lapse full-waveform inversion for cases with seawater or near-surface velocity changes}},
year = 2022,
journal = {{CREWES Research Report}},
volume = 34,
pages = {12.1--12.19},
}
@article{CRR202213,
author = {Fu, X. and Innanen, K. A.},
title = {{Time-lapse full-waveform inversion for ocean-bottom node seismic data with seawater velocity changes}},
year = 2022,
journal = {{CREWES Research Report}},
volume = 34,
pages = {13.1--13.14},
}
@article{CRR202214,
author = {Fu, X. and Innanen, K. A. and Keating, S. and Hu, Q.},
title = {{Nonrepeatability effects on time-lapse elastic full-waveform inversion for VSP seismic data}},
year = 2022,
journal = {{CREWES Research Report}},
volume = 34,
pages = {14.1--14.15},
}
@article{CRR202215,
author = {Guarido, M. and Emery, D. J. and Innanen, K. A.},
title = {{Using natural language processing to convert mud-log chip descriptions to usable data tables}},
year = 2022,
journal = {{CREWES Research Report}},
volume = 34,
pages = {15.1--15.14},
}
@article{CRR202216,
author = {Guarido, M. and Emery, D. J. and Trad, D. O. and Innanen, K. A.},
title = {{Oil spills identification on satellite radar data using deep learning}},
year = 2022,
journal = {{CREWES Research Report}},
volume = 34,
pages = {16.1--16.5},
}
@article{CRR202217,
author = {Hall, K. W. and Innanen, K. A.},
title = {{Cvictus VSP}},
year = 2022,
journal = {{CREWES Research Report}},
volume = 34,
pages = {17.1--17.8},
}
@article{CRR202218,
author = {Hall, K. W. and Innanen, K. A. and Lawton, D. C.},
title = {{Multi-azimuth and offset directional strain tensor results recorded on an experimental directional sensor.}},
year = 2022,
journal = {{CREWES Research Report}},
volume = 34,
pages = {18.1--18.8},
}
@article{CRR202219,
author = {Hall, K. W. and Innanen, K. A. and Lawton, D. C.},
title = {{The croissant: a smaller, fluffier, flakier pretzel}},
year = 2022,
journal = {{CREWES Research Report}},
volume = 34,
pages = {19.1--19.9},
}
@article{CRR202220,
author = {Henley, D. C.},
title = {{Shadow imaging: attenuation projection of acoustic waves from a circular array without arrival picking}},
year = 2022,
journal = {{CREWES Research Report}},
volume = 34,
pages = {20.1--20.17},
}
@article{CRR202221,
author = {Hess, S. and Innanen, K. A. and Shor, R. and Vetsak, A.},
title = {{A Novel Data Science Approach to Borehole Dysfunction Analysis}},
year = 2022,
journal = {{CREWES Research Report}},
volume = 34,
pages = {21.1--21.7},
}
@article{CRR202222,
author = {Hu, Q. and Eaid, M. and Keating, S. and Innanen, K. A.},
title = {{Quantitative FWI characterization and monitoring of reservoir properties at the CMC Newell County Facility}},
year = 2022,
journal = {{CREWES Research Report}},
volume = 34,
pages = {22.1--22.10},
}
@article{CRR202223,
author = {Hu, Q. and Innanen, K. A.},
title = {{Bayesian approaches to estimating rock physics properties from seismic attributes}},
year = 2022,
journal = {{CREWES Research Report}},
volume = 34,
pages = {23.1--23.11},
}
@article{CRR202224,
author = {Hu, Q. and Innanen, K. A.},
title = {{Time-lapse FWI prediction of CO2 saturation and pore pressure}},
year = 2022,
journal = {{CREWES Research Report}},
volume = 34,
pages = {24.1--24.12},
}
@article{CRR202225,
author = {Huang, S. and Trad, D. O.},
title = {{Discrete wavelet transform application in a CNN-based reverse time migration with multiple energy}},
year = 2022,
journal = {{CREWES Research Report}},
volume = 34,
pages = {25.1--25.26},
}
@article{CRR202226,
author = {Huang, S. and Trad, D. O.},
title = {{Time-lapse monitoring using neural networks}},
year = 2022,
journal = {{CREWES Research Report}},
volume = 34,
pages = {26.1--26.17},
}
@article{CRR202227,
author = {Innanen, K. A.},
title = {{Review of the linear algebra of quantum mechanics}},
year = 2022,
journal = {{CREWES Research Report}},
volume = 34,
pages = {27.1--27.22},
}
@article{CRR202228,
author = {Innanen, K. A. and Guarido, M. and Trad, D. O.},
title = {{Comparing two basic approaches to decorrelation transforms}},
year = 2022,
journal = {{CREWES Research Report}},
volume = 34,
pages = {28.1--28.8},
}
@article{CRR202229,
author = {Innanen, K. A. and Hall, K. W. and Lawton, D. C.},
title = {{A time-lapse multi-offset, multi-azimuth VSP acquired as a candidate for low-cost monitoring of CO2 injection and storage}},
year = 2022,
journal = {{CREWES Research Report}},
volume = 34,
pages = {29.1--29.10},
}
@article{CRR202230,
author = {Keating, S. and Innanen, K. A.},
title = {{Preliminary FWI results from Snowflake II}},
year = 2022,
journal = {{CREWES Research Report}},
volume = 34,
pages = {30.1--30.4},
}
@article{CRR202231,
author = {Keating, S. and Innanen, K. A.},
title = {{Targeted nullspace shuttling in time-lapse FWI}},
year = 2022,
journal = {{CREWES Research Report}},
volume = 34,
pages = {31.1--31.12},
}
@article{CRR202232,
author = {Keating, S. and Innanen, K. A.},
title = {{User guide for the CREWES frequency domain FWI codes}},
year = 2022,
journal = {{CREWES Research Report}},
volume = 34,
pages = {32.1--32.7},
}
@article{CRR202233,
author = {Keating, S. and Innanen, K. A. and Wong, J.},
title = {{Cross-gradient regularization for multiparameter FWI of physically modeled data}},
year = 2022,
journal = {{CREWES Research Report}},
volume = 34,
pages = {33.1--33.13},
}
@article{CRR202234,
author = {Lawton, D. C. and Kolkman-Quinn, B. and Macquet, M. and Innanen, K. A.},
title = {{Monitoring geological carbon storage: detection threshold at the CaMI Newell County Facility and a look ahead at a sparse monitoring approach for gigatonne scale storage}},
year = 2022,
journal = {{CREWES Research Report}},
volume = 34,
pages = {34.1--34.11},
}
@article{CRR202237,
author = {Li, J. and Trad, D. O.},
title = {{Robust reconstruction via Group Sparsity with Radon Operators}},
year = 2022,
journal = {{CREWES Research Report}},
volume = 34,
pages = {37.1--37.16},
}
@article{CRR202235,
author = {Li, J. L. and Keating, S. and Innanen, K. A. and Shor, R.},
title = {{Simultaneous waveform inversion of SWD data for P-wave velocity, density, and source parameters}},
year = 2022,
journal = {{CREWES Research Report}},
volume = 34,
pages = {35.1--35.33},
}
@article{CRR202236,
author = {Li, J. L. and Keating, S. and Trad, D. O. and Innanen, K. A.},
title = {{Instruction for C++ package of visco-elastic multiparameter FWI in the frequency domain}},
year = 2022,
journal = {{CREWES Research Report}},
volume = 34,
pages = {36.1--36.19},
}
@article{CRR202238,
author = {Liu, H. and Fu, X. and Trad, D. O. and Innanen, K. A.},
title = {{Time-lapse full-waveform inversion using simultaneous sources}},
year = 2022,
journal = {{CREWES Research Report}},
volume = 34,
pages = {38.1--38.12},
}
@article{CRR202239,
author = {Lume, M. and Keating, S. and Innanen, K. A.},
title = {{Towards improving crosstalk suppression in multiparameter FWI by decorrelating parameter classes}},
year = 2022,
journal = {{CREWES Research Report}},
volume = 34,
pages = {39.1--39.13},
}
@article{CRR202240,
author = {Lume, M. and Sanchez, I. and Innanen, K. A.},
title = {{Empirical radiation patterns as a method to assess crosstalk under scenarios of heterogeneous reference media}},
year = 2022,
journal = {{CREWES Research Report}},
volume = 34,
pages = {40.1--40.11},
}
@article{CRR202241,
author = {Mardani, R. and Trad, D. O.},
title = {{Handling imbalanced datasets for machine learning with feature extraction and sampling techniques}},
year = 2022,
journal = {{CREWES Research Report}},
volume = 34,
pages = {41.1--41.14},
}
@article{CRR202242,
author = {Monsegny, J. E. and Trad, D. O. and Lawton, D. C.},
title = {{A quantum algorithm for traveltime tomography}},
year = 2022,
journal = {{CREWES Research Report}},
volume = 34,
pages = {42.1--42.23},
}
@article{CRR202243,
author = {Qu, L. and Keating, S. and Liu, H. and Fu, X. and Innanen, K. A.},
title = {{Incorporating estimates of data covariance in elastic FWI to combat noise based on auto-regressive process}},
year = 2022,
journal = {{CREWES Research Report}},
volume = 34,
pages = {43.1--43.9},
}
@article{CRR202244,
author = {Qu, L. and Pan, W. and Innanen, K. A.},
title = {{A 2D full-waveform inversion using trench-deployed surfaceand VSP DAS data from CaMI FRS}},
year = 2022,
journal = {{CREWES Research Report}},
volume = 34,
pages = {44.1--44.14},
}
@article{CRR202245,
author = {Reid, S. and Lauer, R.},
title = {{Poroelastic modeling of soap hole formation}},
year = 2022,
journal = {{CREWES Research Report}},
volume = 34,
pages = {45.1--45.17},
}
@article{CRR202246,
author = {Russell, B. H.},
title = {{The dual representation and its application to seismic reservoir analysis}},
year = 2022,
journal = {{CREWES Research Report}},
volume = 34,
pages = {46.1--46.31},
}
@article{CRR202247,
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,
journal = {{CREWES Research Report}},
volume = 34,
pages = {47.1--47.10},
}
@article{CRR202248,
author = {Sanchez, I. and Trad, D. O. and Agudelo, W. M. and Sierra, D.},
title = {{Attenuation surface noise with autoencoders}},
year = 2022,
journal = {{CREWES Research Report}},
volume = 34,
pages = {48.1--48.11},
}
@article{CRR202249,
author = {Su, Z. and Trad, D. O.},
title = {{Common image gathers from blended data}},
year = 2022,
journal = {{CREWES Research Report}},
volume = 34,
pages = {49.1--49.12},
}
@article{CRR202250,
author = {Trad, D. O.},
title = {{Combining classical processing with Deep Learning}},
year = 2022,
journal = {{CREWES Research Report}},
volume = 34,
pages = {50.1--50.23},
}
@article{CRR202251,
author = {Wang, J. and Innanen, K. A.},
title = {{Enhanced reverse time migration of walkaway VSP Data}},
year = 2022,
journal = {{CREWES Research Report}},
volume = 34,
pages = {51.1--51.13},
}
@article{CRR202252,
author = {Wang, Y. and Lawton, D. C.},
title = {{Acoustic and exact elastic impedance variations during CO2 injection at the CaMI.FRS}},
year = 2022,
journal = {{CREWES Research Report}},
volume = 34,
pages = {52.1--52.1},
}
@article{CRR202253,
author = {Wang, Y. and Lawton, D. C.},
title = {{Time-lapse attenuation-attribute variations during CO2 injection using DAS VSP data from the CaMI.FRS}},
year = 2022,
journal = {{CREWES Research Report}},
volume = 34,
pages = {53.1--53.13},
}
@article{CRR202254,
author = {Wong, J. and Hall, K. W.},
title = {{Back-projection imaging of physically-modelled seismic data}},
year = 2022,
journal = {{CREWES Research Report}},
volume = 34,
pages = {54.1--54.9},
}
@article{CRR202255,
author = {Zhang, T. and Keating, S. and Innanen, K. A.},
title = {{Elastic full waveform inversion results uncertainty analysis: a comparison between the model uncertainty given by machine learning methods and conventional FWI}},
year = 2022,
journal = {{CREWES Research Report}},
volume = 34,
pages = {55.1--55.14},
}
@article{CRR202256,
author = {Zhang, T. and Trad, D. O. and Innanen, K. A.},
title = {{Auto-adjoint elastic FWI: a time domain elastic full waveform inversion accelerated by CUDA with automatic adjoint-source calculation using various kinds of objective functions}},
year = 2022,
journal = {{CREWES Research Report}},
volume = 34,
pages = {56.1--56.20},
}
@article{CRR202257,
author = {Zhuang, K. and Trad, D. O.},
title = {{Application of GPU parallelization for non-uniform Fourier interpolation}},
year = 2022,
journal = {{CREWES Research Report}},
volume = 34,
pages = {57.1--57.9},
}