Research Reports 2020
@article{CRR202001,
author = {Amundaray, N. and Innanen, K. A.},
title = {{Time domain FWI in Matlab with applications to inversion of simulated VSP data}},
year = 2020,
journal = {{CREWES Research Report}},
volume = 32,
pages = {1.1--1.10},
}
@article{CRR202002,
author = {Amundaray, N. and Innanen, K. A. and Macquet, M. and Lawton, D. C.},
title = {{FWI time-lapse monitoring of CO2 injection using VSP at CaMI FRS: a feasibility study}},
year = 2020,
journal = {{CREWES Research Report}},
volume = 32,
pages = {2.1--2.17},
}
@article{CRR202003,
author = {Bayati, F. and Trad, D. O.},
title = {{Adaptive rank reduction method for SSA to reconstruct seismic data}},
year = 2020,
journal = {{CREWES Research Report}},
volume = 32,
pages = {3.1--3.13},
}
@article{CRR202004,
author = {Bertram, K. L.},
title = {{Adaptations for working in the year 2020}},
year = 2020,
journal = {{CREWES Research Report}},
volume = 32,
pages = {4.1--4.6},
}
@article{CRR202005,
author = {Bertram, K. L. and Wilson, T. and Hall, K. W. and Bertram, M. B. and Lauer, R.},
title = {{A brief overview of CREWES field work in 2020}},
year = 2020,
journal = {{CREWES Research Report}},
volume = 32,
pages = {5.1--5.12},
}
@article{CRR202006,
author = {Bertram, K. L. and Wong, J.},
title = {{Enhanced receiver hardware for physical modeling}},
year = 2020,
journal = {{CREWES Research Report}},
volume = 32,
pages = {6.1--6.5},
}
@article{CRR202007,
author = {Chen, H. and Innanen, K. A.},
title = {{Azimuthal PP and PS seismic amplitude variation with angle inversion for orthogonal fracture weaknesses}},
year = 2020,
journal = {{CREWES Research Report}},
volume = 32,
pages = {7.1--7.22},
}
@article{CRR202008,
author = {Chen, H. and Innanen, K. A.},
title = {{Bayesian inversion of azimuthal seismic amplitude data for indicators of interconnected aligned cracks}},
year = 2020,
journal = {{CREWES Research Report}},
volume = 32,
pages = {8.1--8.16},
}
@article{CRR202000,
author = {CREWES},
title = {{Abstract Book}},
year = 2020,
journal = {{CREWES Research Report}},
volume = 32,
pages = {0.1--0.86},
}
@article{CRR202009,
author = {Eaid, M. and Chaoshun, H. and Zhang, L. and Keating, S. and Innanen, K. A.},
title = {{Estimation of DAS microseismic source mechanisms using unsupervised deep learning}},
year = 2020,
journal = {{CREWES Research Report}},
volume = 32,
pages = {9.1--9.32},
}
@article{CRR202010,
author = {Eaid, M. and Innanen, K. A.},
title = {{Analytic and finite-difference modeling of DAS fiber data from moment tensor sources}},
year = 2020,
journal = {{CREWES Research Report}},
volume = 32,
pages = {10.1--10.18},
}
@article{CRR202011,
author = {Eaid, M. and Keating, S. and Innanen, K. A.},
title = {{The role of fiber gauge length in FWI of data from coiled DAS fibers}},
year = 2020,
journal = {{CREWES Research Report}},
volume = 32,
pages = {11.1--11.12},
}
@article{CRR202012,
author = {Eaid, M. and Keating, S. and Macquet, M. and Innanen, K. A.},
title = {{Elastic FWI of the CAMI FRS 3D walkaway-walkaround VSP fiber survey: a synthetic case study}},
year = 2020,
journal = {{CREWES Research Report}},
volume = 32,
pages = {12.1--12.22},
}
@article{CRR202013,
author = {Fathalian, A. and Guarido, M. and Trad, D. O. and Innanen, K. A.},
title = {{Deep learning for 3D fault detection within virtual realityvisualization seismic volumes}},
year = 2020,
journal = {{CREWES Research Report}},
volume = 32,
pages = {13.1--13.13},
}
@article{CRR202014,
author = {Fathalian, A. and Trad, D. O. and Innanen, K. A.},
title = {{Numerical simulation of seismic wave propagation in attenuative transversely isotropic media}},
year = 2020,
journal = {{CREWES Research Report}},
volume = 32,
pages = {14.1--14.15},
}
@article{CRR202015,
author = {Fu, X. and Innanen, K. A.},
title = {{A new parallel simulated annealing algorithm for 1.5D acousticfull-waveform inversion}},
year = 2020,
journal = {{CREWES Research Report}},
volume = 32,
pages = {15.1--15.13},
}
@article{CRR202016,
author = {Fu, X. and Innanen, K. A.},
title = {{MCMC-based time-lapse full-waveform inversion}},
year = 2020,
journal = {{CREWES Research Report}},
volume = 32,
pages = {16.1--16.21},
}
@article{CRR202017,
author = {Fu, X. and Keating, S. and Innanen, K. A. and Hu, Q.},
title = {{Double-wavelet Double-difference elastic full-waveform inversion}},
year = 2020,
journal = {{CREWES Research Report}},
volume = 32,
pages = {17.1--17.10},
}
@article{CRR202018,
author = {Guarido, M. and Emery, D. J. and Macquet, M. and Trad, D. O. and Innanen, K. A.},
title = {{The Pitfalls and Insights of Log Facies Classification for a Machine Learning Contest}},
year = 2020,
journal = {{CREWES Research Report}},
volume = 32,
pages = {18.1--18.15},
}
@article{CRR202019,
author = {Guarido, M. and Trad, D. O. and Innanen, K. A.},
title = {{Application of machine learning to the analysis of pipeline incidents in Canada}},
year = 2020,
journal = {{CREWES Research Report}},
volume = 32,
pages = {19.1--19.10},
}
@article{CRR202020,
author = {Guarido, M. and Trad, D. O. and Innanen, K. A.},
title = {{The effect of the COVID-19 pandemic to the WTI crude oil price using forecasting models}},
year = 2020,
journal = {{CREWES Research Report}},
volume = 32,
pages = {20.1--20.12},
}
@article{CRR202021,
author = {Hall, K. W. and Innanen, K. A. and Lawton, D. C.},
title = {{Field testing of multicomponent DAS sensing}},
year = 2020,
journal = {{CREWES Research Report}},
volume = 32,
pages = {21.1--21.10},
}
@article{CRR202022,
author = {Hall, K. W. and Wong, J. and Bertram, K. L. and Innanen, K. A.},
title = {{Non-impulsive source waveforms for physical modelling}},
year = 2020,
journal = {{CREWES Research Report}},
volume = 32,
pages = {22.1--22.14},
}
@article{CRR202023,
author = {Henley, D. C.},
title = {{A tale of two realities; reconciling physical and numerical modeling via 'bootstrap' processing}},
year = 2020,
journal = {{CREWES Research Report}},
volume = 32,
pages = {23.1--23.28},
}
@article{CRR202024,
author = {Hu, Q. and Innanen, K. A.},
title = {{Elastic FWI with rock physics constraints}},
year = 2020,
journal = {{CREWES Research Report}},
volume = 32,
pages = {24.1--24.16},
}
@article{CRR202025,
author = {Hu, Q. and Innanen, K. A.},
title = {{Rock physics properties from seismic attributes with global optimization methods}},
year = 2020,
journal = {{CREWES Research Report}},
volume = 32,
pages = {25.1--25.13},
}
@article{CRR202026,
author = {Huang, S. and Trad, D. O.},
title = {{Full-wavefield migration in the frequency-wavenumber domain}},
year = 2020,
journal = {{CREWES Research Report}},
volume = 32,
pages = {26.1--26.14},
}
@article{CRR202027,
author = {Innanen, K. A.},
title = {{A review of tensors in non-Cartesian coordinate systems}},
year = 2020,
journal = {{CREWES Research Report}},
volume = 32,
pages = {27.1--27.10},
}
@article{CRR202028,
author = {Innanen, K. A.},
title = {{Application of misfit-based model space coordinate system design to seismic AVO inversion}},
year = 2020,
journal = {{CREWES Research Report}},
volume = 32,
pages = {28.1--28.13},
}
@article{CRR202029,
author = {Innanen, K. A.},
title = {{Application of misfit-based model space coordinate system design to seismic FWI}},
year = 2020,
journal = {{CREWES Research Report}},
volume = 32,
pages = {29.1--29.17},
}
@article{CRR202030,
author = {Innanen, K. A.},
title = {{Model re-parameterization via misfit-based coordinate transforms}},
year = 2020,
journal = {{CREWES Research Report}},
volume = 32,
pages = {30.1--30.6},
}
@article{CRR202031,
author = {Innanen, K. A.},
title = {{Numerical procedures for computing constrained coordinate transformation matrices}},
year = 2020,
journal = {{CREWES Research Report}},
volume = 32,
pages = {31.1--31.13},
}
@article{CRR202032,
author = {Keating, S. and Innanen, K. A.},
title = {{A tunneling approach to constrained full waveform inversion}},
year = 2020,
journal = {{CREWES Research Report}},
volume = 32,
pages = {32.1--32.10},
}
@article{CRR202033,
author = {Keating, S. and Innanen, K. A.},
title = {{Simultaneous recovery of source locations, moment tensors and subsurface models in 2D FWI}},
year = 2020,
journal = {{CREWES Research Report}},
volume = 32,
pages = {33.1--33.14},
}
@article{CRR202034,
author = {Kolkman-Quinn, B. and Lawton, D. C.},
title = {{Time-lapse VSP results from the CaMI Field Research Station}},
year = 2020,
journal = {{CREWES Research Report}},
volume = 32,
pages = {34.1--34.14},
}
@article{CRR202035,
author = {Lamoureux, M. P. and Li, D. and Vestrum, R.J.},
title = {{GPU tools for seismic wave modelling}},
year = 2020,
journal = {{CREWES Research Report}},
volume = 32,
pages = {35.1--35.12},
}
@article{CRR202036,
author = {Law, B. K. and Trad, D. O.},
title = {{The application of stereotomography to Hussar 2D survey}},
year = 2020,
journal = {{CREWES Research Report}},
volume = 32,
pages = {36.1--36.13},
}
@article{CRR202037,
author = {Lawton, D. C. and Bertram, M. B. and Hunter, T. and Maidment, G. and Kolkman-Quinn, B.},
title = {{Squid: An innovative new ground-coupled electric seismic source for seismic monitoring}},
year = 2020,
journal = {{CREWES Research Report}},
volume = 32,
pages = {37.1--37.11},
}
@article{CRR202038,
author = {Li, D. and Lamoureux, M. P. and Liao, W.},
title = {{Incorporating multiple a priori information for full waveform inversion}},
year = 2020,
journal = {{CREWES Research Report}},
volume = 32,
pages = {38.1--38.19},
}
@article{CRR202039,
author = {Liu, H. and Innanen, K. A.},
title = {{A first-order qP-wave propagator in 2D VTI media}},
year = 2020,
journal = {{CREWES Research Report}},
volume = 32,
pages = {39.1--39.10},
}
@article{CRR202040,
author = {Liu, H. and Trad, D. O. and Innanen, K. A.},
title = {{Acoustic full waveform inversion in time domain using blended data}},
year = 2020,
journal = {{CREWES Research Report}},
volume = 32,
pages = {40.1--40.14},
}
@article{CRR202041,
author = {Macquet, M. and Lawton, D. C. and Isaac, J. H.},
title = {{Microseismicity detection and seismic ambient noise correlation at the CaMI Field Research Station, Newell County, Alberta}},
year = 2020,
journal = {{CREWES Research Report}},
volume = 32,
pages = {41.1--41.20},
}
@article{CRR202042,
author = {Monsegny, J. E. and Hall, K. W. and Lawton, D. C. and Trad, D. O.},
title = {{Least Squares DAS to geophone transform}},
year = 2020,
journal = {{CREWES Research Report}},
volume = 32,
pages = {42.1--42.12},
}
@article{CRR202043,
author = {Monsegny, J. E. and Lawton, D. C. and Trad, D. O.},
title = {{A comparative study of different DAS vendors data}},
year = 2020,
journal = {{CREWES Research Report}},
volume = 32,
pages = {43.1--43.15},
}
@article{CRR202044,
author = {Monsegny, J. E. and Lawton, D. C. and Trad, D. O.},
title = {{Depth calibration of DAS VSP data at CaMI Field Research Station}},
year = 2020,
journal = {{CREWES Research Report}},
volume = 32,
pages = {44.1--44.9},
}
@article{CRR202045,
author = {Monsegny, J. E. and Lawton, D. C. and Trad, D. O.},
title = {{Reverse time migration approaches for DAS VSP}},
year = 2020,
journal = {{CREWES Research Report}},
volume = 32,
pages = {45.1--45.12},
}
@article{CRR202046,
author = {Niu, Z. and Trad, D. O.},
title = {{Experiments on constructing seismic using generative adversarial network}},
year = 2020,
journal = {{CREWES Research Report}},
volume = 32,
pages = {46.1--46.11},
}
@article{CRR202047,
author = {Pan, W.},
title = {{Waveform Q tomography with central-frequency shifts}},
year = 2020,
journal = {{CREWES Research Report}},
volume = 32,
pages = {47.1--47.14},
}
@article{CRR202048,
author = {Pan, W. and Innanen, K. A.},
title = {{Sensitivity kernel analysis for time-domain viscoelastic full-waveform inversion based on the GSLS model}},
year = 2020,
journal = {{CREWES Research Report}},
volume = 32,
pages = {48.1--48.22},
}
@article{CRR202049,
author = {Qu, L. and Innanen, K. A. and Dettmer, J.},
title = {{Sensitivity analysis of surface wave dispersion curves for various subsurface parameters}},
year = 2020,
journal = {{CREWES Research Report}},
volume = 32,
pages = {49.1--49.9},
}
@article{CRR202050,
author = {Qu, L. and Innanen, K. A. and Dettmer, J. and Pan, W.},
title = {{2D surface wave inversion on the DAS data at CaMI Field Research Station: Multi-offset MASW vs FWI}},
year = 2020,
journal = {{CREWES Research Report}},
volume = 32,
pages = {50.1--50.12},
}
@article{CRR202051,
author = {Russell, B. H.},
title = {{Unsupervised seismic faces classification using K-means and Gaussian Mixture Modeling}},
year = 2020,
journal = {{CREWES Research Report}},
volume = 32,
pages = {51.1--51.20},
}
@article{CRR202052,
author = {Su, Z. and Trad, D. O.},
title = {{Deblending in common receiver and common angle gathers}},
year = 2020,
journal = {{CREWES Research Report}},
volume = 32,
pages = {52.1--52.15},
}
@article{CRR202053,
author = {Sun, J. and Innanen, K. A. and Huang, C.},
title = {{Physics-guided deep learning for seismic inversion: hybrid training and uncertainty analysis}},
year = 2020,
journal = {{CREWES Research Report}},
volume = 32,
pages = {53.1--53.29},
}
@article{CRR202054,
author = {Trad, D. O.},
title = {{A multigrid approach for time domain FWI}},
year = 2020,
journal = {{CREWES Research Report}},
volume = 32,
pages = {54.1--54.20},
}
@article{CRR202056,
author = {Woźniakowska, P. and Guarido, M. and Trad, D. O. and Emery, D. J. and Eaton, D. W. S.},
title = {{Fault Detection using Residual Neural Networks}},
year = 2020,
journal = {{CREWES Research Report}},
volume = 32,
pages = {56.1--56.6},
}
@article{CRR202055,
author = {Wong, J. and Bertram, K. L. and Zhang, H. and Hall, K. W. and Innanen, K. A.},
title = {{Enhanced source hardware and tank for physical modelling}},
year = 2020,
journal = {{CREWES Research Report}},
volume = 32,
pages = {55.1--55.24},
}
@article{CRR202063,
author = {Yao, Z.},
title = {{Fast Sweeping Method with Adaptive Finite Difference Scheme Eikonal Solver}},
year = 2020,
journal = {{CREWES Research Report}},
volume = 32,
pages = {63.1--63.5},
}
@article{CRR202057,
author = {Zhang, H. and Akram, J. and Innanen, K. A.},
title = {{Physics-guided neural network for velocity calibration using downhole microseismic data}},
year = 2020,
journal = {{CREWES Research Report}},
volume = 32,
pages = {57.1--57.14},
}
@article{CRR202058,
author = {Zhang, H. and Dettmer, J. and Wong, J. and Innanen, K. A.},
title = {{Simultaneous Bayesian inversion for effective anisotropic parameters and microseismic event locations: A physical modelling study}},
year = 2020,
journal = {{CREWES Research Report}},
volume = 32,
pages = {58.1--58.29},
}
@article{CRR202059,
author = {Zhang, H. and Innanen, K. A.},
title = {{Bayesian inversion for source mechanisms of microearthquakes}},
year = 2020,
journal = {{CREWES Research Report}},
volume = 32,
pages = {59.1--59.11},
}
@article{CRR202060,
author = {Zhang, H. and Innanen, K. A. and Eaton, D. W. S.},
title = {{Inversion for shear-tensile focal mechanisms using an unsupervised physics-guided neural network}},
year = 2020,
journal = {{CREWES Research Report}},
volume = 32,
pages = {60.1--60.17},
}
@article{CRR202061,
author = {Zhang, T. and Sun, J. and Innanen, K. A. and Trad, D. O.},
title = {{A deep learning formulation of viscoelastic VTI full waveform inversion}},
year = 2020,
journal = {{CREWES Research Report}},
volume = 32,
pages = {61.1--61.15},
}
@article{CRR202062,
author = {Zhang, T. and Sun, J. and Innanen, K. A. and Trad, D. O.},
title = {{Elastic TTI full waveform inversion based on theory guided neural network}},
year = 2020,
journal = {{CREWES Research Report}},
volume = 32,
pages = {62.1--62.16},
}
@article{CRR202064,
author = {Zhuang, K. and Trad, D. O.},
title = {{Comparison of high performance computing methods for high resolution Radon transform and deblending}},
year = 2020,
journal = {{CREWES Research Report}},
volume = 32,
pages = {64.1--64.9},
}