Research Reports 2021
@article{CRR202101,
author = {Amundaray, N. and Innanen, K. A.},
title = {{Time-lapse elastic full waveform inversion of CO2 injection at CaMI FRS using VSP: a feasibility study}},
year = 2021,
journal = {{CREWES Research Report}},
volume = 33,
pages = {1.1--1.17},
}
@article{CRR202102,
author = {Amundaray, N. and Trad, D. O.},
title = {{Semblance-based velocity picking using unsupervised machine learning}},
year = 2021,
journal = {{CREWES Research Report}},
volume = 33,
pages = {2.1--2.10},
}
@article{CRR202103,
author = {Bayati, F. and Trad, D. O.},
title = {{3-D data interpolation and denoising by adaptive weighting rank-reduction method using singular spectrum analysis algorithm}},
year = 2021,
journal = {{CREWES Research Report}},
volume = 33,
pages = {3.1--3.25},
}
@article{CRR202104,
author = {Bertram, K. L. and Hall, K. W. and Bertram, M. B. and Lauer, R. and Innanen, K. A.},
title = {{2021 CREWES field work}},
year = 2021,
journal = {{CREWES Research Report}},
volume = 33,
pages = {4.1--4.16},
}
@article{CRR202105,
author = {Chen, H. and Innanen, K. A.},
title = {{Estimation of fracture indicators using azimuthal PP-wave amplitudes without NMO correction}},
year = 2021,
journal = {{CREWES Research Report}},
volume = 33,
pages = {5.1--5.22},
}
@article{CRR202106,
author = {Chen, H. and Innanen, K. A.},
title = {{Inversion of SV-to-SV wave AVAZ data for fracture indicator: Synthetic example}},
year = 2021,
journal = {{CREWES Research Report}},
volume = 33,
pages = {6.1--6.20},
}
@article{CRR202100,
author = {CREWES},
title = {{Abstract Book}},
year = 2021,
journal = {{CREWES Research Report}},
volume = 33,
pages = {0.1--0.71},
}
@article{CRR202107,
author = {Eaid, M. and Keating, S. and Innanen, K. A.},
title = {{Full waveform inversion of DAS field data from the 2018 CaMI VSP survey}},
year = 2021,
journal = {{CREWES Research Report}},
volume = 33,
pages = {7.1--7.28},
}
@article{CRR202108,
author = {Eaid, M. and Keating, S. and Innanen, K. A.},
title = {{Processing of the 2018 CaMI VSP survey for full waveform inversion}},
year = 2021,
journal = {{CREWES Research Report}},
volume = 33,
pages = {8.1--8.23},
}
@article{CRR202109,
author = {Fu, X. and Innanen, K. A.},
title = {{Reducing source wavelet non-repeatability for time-lapse shot gathers}},
year = 2021,
journal = {{CREWES Research Report}},
volume = 33,
pages = {9.1--9.21},
}
@article{CRR202110,
author = {Fu, X. and Innanen, K. A.},
title = {{Stepsize sharing in time-lapse full-waveform inversion}},
year = 2021,
journal = {{CREWES Research Report}},
volume = 33,
pages = {10.1--10.22},
}
@article{CRR202111,
author = {Guarido, M. and Emery, D. J. and Trad, D. O. and Innanen, K. A.},
title = {{An overview of geothermal energy technologies}},
year = 2021,
journal = {{CREWES Research Report}},
volume = 33,
pages = {11.1--11.10},
}
@article{CRR202112,
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 = 2021,
journal = {{CREWES Research Report}},
volume = 33,
pages = {12.1--12.21},
}
@article{CRR202113,
author = {Guarido, M. and Qu, L. and Niu, Z. and Zhuang, K. and Emery, D. J. and Trad, D. O. and Innanen, K. A.},
title = {{Seismic inversion with gradient boosting}},
year = 2021,
journal = {{CREWES Research Report}},
volume = 33,
pages = {13.1--13.13},
}
@article{CRR202114,
author = {Hall, K. W. and Lawton, D. C. and Innanen, K. A.},
title = {{Fibre trace registration by cross-correlations - can we successfully predict helically wound fibre pitch angle from recorded data?}},
year = 2021,
journal = {{CREWES Research Report}},
volume = 33,
pages = {14.1--14.18},
}
@article{CRR202115,
author = {Henley, D. C.},
title = {{Preliminary processing of physical modeling data from circular arrays}},
year = 2021,
journal = {{CREWES Research Report}},
volume = 33,
pages = {15.1--15.17},
}
@article{CRR202116,
author = {Hu, Q. and Innanen, K. A.},
title = {{Time-lapse rock physics CO2 monitoring with FWI}},
year = 2021,
journal = {{CREWES Research Report}},
volume = 33,
pages = {16.1--16.20},
}
@article{CRR202117,
author = {Hu, Q. and Innanen, K. A. and Macquet, M.},
title = {{Rock physics analysis of well-log data}},
year = 2021,
journal = {{CREWES Research Report}},
volume = 33,
pages = {17.1--17.13},
}
@article{CRR202118,
author = {Huang, S. and Trad, D. O.},
title = {{Convolutional neural network-based reverse time migration with multiple energy}},
year = 2021,
journal = {{CREWES Research Report}},
volume = 33,
pages = {18.1--18.20},
}
@article{CRR202119,
author = {Huang, S. and Trad, D. O.},
title = {{Phase shift plus interpolation migration with scattering terms}},
year = 2021,
journal = {{CREWES Research Report}},
volume = 33,
pages = {19.1--19.7},
}
@article{CRR202120,
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 = 2021,
journal = {{CREWES Research Report}},
volume = 33,
pages = {20.1--20.9},
}
@article{CRR202121,
author = {Innanen, K. A.},
title = {{A phase transition in the O'Doherty-Anstey model}},
year = 2021,
journal = {{CREWES Research Report}},
volume = 33,
pages = {21.1--21.6},
}
@article{CRR202122,
author = {Innanen, K. A.},
title = {{A selective review of methods of statistical mechanics}},
year = 2021,
journal = {{CREWES Research Report}},
volume = 33,
pages = {22.1--22.40},
}
@article{CRR202123,
author = {Innanen, K. A.},
title = {{Navigation in a model space with misfit-induced curvature}},
year = 2021,
journal = {{CREWES Research Report}},
volume = 33,
pages = {23.1--23.9},
}
@article{CRR202124,
author = {Innanen, K. A.},
title = {{Quantifying uncertainty in tomographic problems with a statistical zipper model}},
year = 2021,
journal = {{CREWES Research Report}},
volume = 33,
pages = {24.1--24.8},
}
@article{CRR202125,
author = {Innanen, K. A.},
title = {{The statistical mechanics of model space shuttles}},
year = 2021,
journal = {{CREWES Research Report}},
volume = 33,
pages = {25.1--25.6},
}
@article{CRR202126,
author = {Innanen, K. A.},
title = {{Vectors and tensors in curved space}},
year = 2021,
journal = {{CREWES Research Report}},
volume = 33,
pages = {26.1--26.11},
}
@article{CRR202127,
author = {Keating, S. and Eaid, M. and Innanen, K. A.},
title = {{Effective sources: removing the near surface from the VSP FWI problem}},
year = 2021,
journal = {{CREWES Research Report}},
volume = 33,
pages = {27.1--27.10},
}
@article{CRR202128,
author = {Keating, S. and Eaid, M. and Innanen, K. A.},
title = {{Full waveform inversion of VSP accelerometer data from the CaMI field site}},
year = 2021,
journal = {{CREWES Research Report}},
volume = 33,
pages = {28.1--28.8},
}
@article{CRR202129,
author = {Kolkman-Quinn, B. and Lawton, D. C. and Macquet, M.},
title = {{Time-lapse analysis of CaMI.FRS CO2 VSP data}},
year = 2021,
journal = {{CREWES Research Report}},
volume = 33,
pages = {29.1--29.20},
}
@article{CRR202130,
author = {Lamoureux, M. P. and Vestrum, R.J.},
title = {{Factoring the wave equation for fast, implicit numerical solutions}},
year = 2021,
journal = {{CREWES Research Report}},
volume = 33,
pages = {30.1--30.20},
}
@article{CRR202131,
author = {Law, B. K. and Trad, D. O.},
title = {{First break picking with machine learning}},
year = 2021,
journal = {{CREWES Research Report}},
volume = 33,
pages = {31.1--31.14},
}
@article{CRR202132,
author = {Lawton, D. C. and Maidment, G. and Châtenay, A. and Giersz, C. and Ourabah, A. and Macquet, M. and Bertram, M. B. and Bertram, K. L.},
title = {{CO2 monitoring at the CaMI Field Research Station - update}},
year = 2021,
journal = {{CREWES Research Report}},
volume = 33,
pages = {32.1--32.10},
}
@article{CRR202133,
author = {Li, J. L. and Innanen, K. A.},
title = {{A review of seismic-while-drilling technique: from 1986 to 2020}},
year = 2021,
journal = {{CREWES Research Report}},
volume = 33,
pages = {33.1--33.16},
}
@article{CRR202134,
author = {Li, J. L. and Keating, S. and Shor, R. and Innanen, K. A.},
title = {{Simultaneous waveform inversion for velocity, density and source moments with application to seismic-while-drilling}},
year = 2021,
journal = {{CREWES Research Report}},
volume = 33,
pages = {34.1--34.26},
}
@article{CRR202135,
author = {Liu, H. and Trad, D. O. and Innanen, K. A.},
title = {{Amplitude-encoding FWI using different bases}},
year = 2021,
journal = {{CREWES Research Report}},
volume = 33,
pages = {35.1--35.18},
}
@article{CRR202136,
author = {Lume, M. and Guarido, M. and Emery, D. J. and Innanen, K. A.},
title = {{Insights on domain adaptation for fault identification}},
year = 2021,
journal = {{CREWES Research Report}},
volume = 33,
pages = {36.1--36.6},
}
@article{CRR202137,
author = {Lume, M. and Innanen, K. A.},
title = {{Local optimization approaches for simultaneous AVO inversion based on re-parameterized Zoeppritz equations}},
year = 2021,
journal = {{CREWES Research Report}},
volume = 33,
pages = {37.1--37.17},
}
@article{CRR202138,
author = {Monsegny, J. E. and Lawton, D. C. and Trad, D. O.},
title = {{Passive source location by diffraction scanning}},
year = 2021,
journal = {{CREWES Research Report}},
volume = 33,
pages = {38.1--38.11},
}
@article{CRR202139,
author = {Monsegny, J. E. and Trad, D. O. and Lawton, D. C.},
title = {{An encoder-decoder CNN for DAS-to-geophone transformation}},
year = 2021,
journal = {{CREWES Research Report}},
volume = 33,
pages = {39.1--39.9},
}
@article{CRR202140,
author = {Qu, L. and Fu, X. and Innanen, K. A.},
title = {{Reducing the influence of coherent noise on FWI with misfit modification}},
year = 2021,
journal = {{CREWES Research Report}},
volume = 33,
pages = {40.1--40.11},
}
@article{CRR202141,
author = {Qu, L. and Keating, S. and Innanen, K. A.},
title = {{Reducing the influence of remnant noise on elastic FWI with misfit modification}},
year = 2021,
journal = {{CREWES Research Report}},
volume = 33,
pages = {41.1--41.11},
}
@article{CRR202142,
author = {Russell, B. H.},
title = {{Seismic facies classification with parametric and nonparametric statistics}},
year = 2021,
journal = {{CREWES Research Report}},
volume = 33,
pages = {42.1--42.15},
}
@article{CRR202143,
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 unsupervised learning optimization applied to diagnostic fracture injection test event detection}},
year = 2021,
journal = {{CREWES Research Report}},
volume = 33,
pages = {43.1--43.15},
}
@article{CRR202144,
author = {Su, Z. and Trad, D. O.},
title = {{Deblending in various domains}},
year = 2021,
journal = {{CREWES Research Report}},
volume = 33,
pages = {44.1--44.11},
}
@article{CRR202145,
author = {Trad, D. O.},
title = {{GPU applications for modelling, migration, inversion and machine learning}},
year = 2021,
journal = {{CREWES Research Report}},
volume = 33,
pages = {45.1--45.25},
}
@article{CRR202146,
author = {Wang, Y. and Lawton, D. C.},
title = {{Attenuation estimation from DAS VSP data of CaMI Field Research Station}},
year = 2021,
journal = {{CREWES Research Report}},
volume = 33,
pages = {46.1--46.12},
}
@article{CRR202147,
author = {Wong, J. and Bertram, K. L. and Innanen, K. A.},
title = {{Acquiring physically-modeled seismic data using 70kHz piezoelectric buzzers}},
year = 2021,
journal = {{CREWES Research Report}},
volume = 33,
pages = {47.1--47.13},
}
@article{CRR202148,
author = {Wong, J. and Henley, D. C. and Innanen, K. A.},
title = {{Analyzing buzzer-acquired physically-modelled data for FWI}},
year = 2021,
journal = {{CREWES Research Report}},
volume = 33,
pages = {48.1--48.14},
}
@article{CRR202149,
author = {Zhang, T. and Innanen, K. A.},
title = {{The objective functions and adjoint sources behaviour for elastic full waveform inversion}},
year = 2021,
journal = {{CREWES Research Report}},
volume = 33,
pages = {49.1--49.13},
}
@article{CRR202150,
author = {Zhang, T. and Innanen, K. A. and Trad, D. O.},
title = {{Learning the elastic wave equation with Fourier neural operators}},
year = 2021,
journal = {{CREWES Research Report}},
volume = 33,
pages = {50.1--50.13},
}
@article{CRR202151,
author = {Zhang, T. and Sun, J. and Trad, D. O. and Innanen, K. A.},
title = {{An implicit neural representation for full waveform inversion}},
year = 2021,
journal = {{CREWES Research Report}},
volume = 33,
pages = {51.1--51.13},
}
@article{CRR202152,
author = {Zhuang, K. and Trad, D. O.},
title = {{Application of GPU processing for acceleration of the non-uniform discrete Fourier transform}},
year = 2021,
journal = {{CREWES Research Report}},
volume = 33,
pages = {52.1--52.5},
}