Research Reports 2024
@article{CRR202401,
author = {Acosta, C. and Innanen, K. A. and Hall, K. W.},
title = {{Geometrical model for the “Croissant” multi-component DAS sensor}},
year = 2024,
journal = {{CREWES Research Report}},
volume = 36,
pages = {1.1--1.21},
}
@article{CRR202402,
author = {Bertram, K. L. and Wong, J.},
title = {{Physical modelling over a fluid injection model; 4D acquisition and preliminary analysis}},
year = 2024,
journal = {{CREWES Research Report}},
volume = 36,
pages = {2.1--2.16},
}
@article{CRR202403,
author = {Cai, X. and Innanen, K. A. and Trad, D. O. and Wong, J.},
title = {{FWI of Synthetic Data from a Physical Modelling Facility Channel Model}},
year = 2024,
journal = {{CREWES Research Report}},
volume = 36,
pages = {3.1--3.11},
}
@article{CRR202404,
author = {Cai, X. and Zhang, T. and Innanen, K. A. and Trad, D. O.},
title = {{Simultaneous inversion of velocity and vector reflectivity based on the reccurent neural network}},
year = 2024,
journal = {{CREWES Research Report}},
volume = 36,
pages = {4.1--4.7},
}
@article{CRR202405,
author = {Chen, H. and Innanen, K. A.},
title = {{Extended Azimuthal Elastic Impedance (EAEI) calculation for fluid indicator in fractured reservoirs}},
year = 2024,
journal = {{CREWES Research Report}},
volume = 36,
pages = {5.1--5.22},
}
@article{CRR202406,
author = {Emery, D. J. and Guarido, M. and Trad, D. O.},
title = {{Estimating geological stacking patterns using seismic waveform detection: A gateway to using large language models for seismic interpretation of geological facies}},
year = 2024,
journal = {{CREWES Research Report}},
volume = 36,
pages = {6.1--6.6},
}
@article{CRR202407,
author = {Emery, D. J. and Trad, D. O.},
title = {{Estimating Elastic Logs and Mineralogy}},
year = 2024,
journal = {{CREWES Research Report}},
volume = 36,
pages = {7.1--7.8},
}
@article{CRR202408,
author = {Guarido, M. and Emery, D. J. and Innanen, K. A.},
title = {{AI assistant using retrieval-augmented generation to extract data from mud-logging reports}},
year = 2024,
journal = {{CREWES Research Report}},
volume = 36,
pages = {8.1--8.6},
}
@article{CRR202409,
author = {Guarido, M. and Innanen, K. A.},
title = {{Creating a CREWES AI chat assistant using gpt-4o-mini and retrieval-augmented generation}},
year = 2024,
journal = {{CREWES Research Report}},
volume = 36,
pages = {9.1--9.6},
}
@article{CRR202410,
author = {Guarido, M. and Innanen, K. A.},
title = {{Intelligence chat copilot app for well-log processing and analysis}},
year = 2024,
journal = {{CREWES Research Report}},
volume = 36,
pages = {10.1--10.8},
}
@article{CRR202411,
author = {Guarido, M. and Innanen, K. A.},
title = {{Methods of forecasting Alberta's energy demand}},
year = 2024,
journal = {{CREWES Research Report}},
volume = 36,
pages = {11.1--11.6},
}
@article{CRR202412,
author = {Hall, K. W. and Innanen, K. A. and Lawton, D. C.},
title = {{9C DAS acquisition on the Pretzel and Croissant multi-component sensors}},
year = 2024,
journal = {{CREWES Research Report}},
volume = 36,
pages = {12.1--12.15},
}
@article{CRR202413,
author = {Hernández, A. R. and Zhang, T. and Innanen, K. A.},
title = {{Using Fourier neural operators to generate multi-resolution seismic wavefields}},
year = 2024,
journal = {{CREWES Research Report}},
volume = 36,
pages = {13.1--13.15},
}
@article{CRR202415,
author = {Innanen, K. A.},
title = {{Programming an Ising computer for seismic tomography}},
year = 2024,
journal = {{CREWES Research Report}},
volume = 36,
pages = {15.1--15.20},
}
@article{CRR202416,
author = {Innanen, K. A. and Hall, K. W.},
title = {{Identifying clustering behaviour in EFWI via t-distributed stochastic neighbourhood embedding (t-SNE)}},
year = 2024,
journal = {{CREWES Research Report}},
volume = 36,
pages = {16.1--16.10},
}
@article{CRR202414,
author = {Innanen, K. A. and Trad, D. O. and Lawton, D. C. and Lauer, R. and Ezekiel, C. J.},
title = {{CREWES Alliance Grant Proposal 2025 (draft): Long-term, low-
cost 4D seismic monitoring of subsurface CO2 plume evolution}},
year = 2024,
journal = {{CREWES Research Report}},
volume = 36,
pages = {14.1--14.16},
}
@article{CRR202417,
author = {Karpiah, A. and Trad, D. O. and Guarido, M.},
title = {{Deep Learning for Depth Registration of DAS Channels in Vertical Seismic Profiling}},
year = 2024,
journal = {{CREWES Research Report}},
volume = 36,
pages = {17.1--17.17},
}
@article{CRR202422,
author = {Li, J. and Trad, D. O.},
title = {{Seismic data denoising by diffusion model}},
year = 2024,
journal = {{CREWES Research Report}},
volume = 36,
pages = {22.1--22.8},
}
@article{CRR202423,
author = {Li, J. and Trad, D. O.},
title = {{Unsupervised 3D ground roll attenuation via continuous learning}},
year = 2024,
journal = {{CREWES Research Report}},
volume = 36,
pages = {23.1--23.9},
}
@article{CRR202424,
author = {Li, J. and Trad, D. O.},
title = {{Unsupervised DAS noise attenuation via double INR networks}},
year = 2024,
journal = {{CREWES Research Report}},
volume = 36,
pages = {24.1--24.10},
}
@article{CRR202418,
author = {Li, J. L. and Innanen, K. A.},
title = {{3D frequency-domain acoustic full waveform inversion}},
year = 2024,
journal = {{CREWES Research Report}},
volume = 36,
pages = {18.1--18.18},
}
@article{CRR202419,
author = {Li, J. L. and Innanen, K. A.},
title = {{Hamiltonian Monte Carlo based time-lapse seismic FWI and uncertainty quantification in CO2 monitoring: a VSP feasibility study}},
year = 2024,
journal = {{CREWES Research Report}},
volume = 36,
pages = {19.1--19.14},
}
@article{CRR202420,
author = {Li, J. L. and Innanen, K. A.},
title = {{Uncertainty quantification in time-lapse full waveform inversion with Stein Variational Gradient Descent}},
year = 2024,
journal = {{CREWES Research Report}},
volume = 36,
pages = {20.1--20.19},
}
@article{CRR202421,
author = {Li, J. L. and Pike, K. and Innanen, K. A. and Hall, K. W.},
title = {{4D synthetic time-lapse FWI experiments for CO2 monitoring configured for the Snowflake dataset}},
year = 2024,
journal = {{CREWES Research Report}},
volume = 36,
pages = {21.1--21.23},
}
@article{CRR202425,
author = {Liu, H. and Fu, X. and Cai, X. and Trad, D. O. and Innanen, K. A.},
title = {{A fast data-matching approach for Snowflake DAS VSP datasets at CaMI}},
year = 2024,
journal = {{CREWES Research Report}},
volume = 36,
pages = {25.1--25.6},
}
@article{CRR202426,
author = {Liu, H. and Fu, X. and Cai, X. and Trad, D. O. and Innanen, K. A.},
title = {{High-Resolution Time-Lapse Monitoring of CO2 Sequestration in a Seven-Meter Reservoir Using Walkaway VSP and Full-Waveform Inversion}},
year = 2024,
journal = {{CREWES Research Report}},
volume = 36,
pages = {26.1--26.17},
}
@article{CRR202427,
author = {Liu, H. and Fu, X. and Cai, X. and Trad, D. O. and Innanen, K. A.},
title = {{Time-lapse data matching, strategy and FWI of Snowflake DAS VSP data at CaMI.FRS}},
year = 2024,
journal = {{CREWES Research Report}},
volume = 36,
pages = {27.1--27.16},
}
@article{CRR202428,
author = {Perrin, R. and Beeson, J. and Trehu, A. and Lauer, R. and Spinelli, G. and Harris, R.},
title = {{Spatial-temporal fault movement analysis around a propagator wake on the Juan de Fuca plate}},
year = 2024,
journal = {{CREWES Research Report}},
volume = 36,
pages = {28.1--28.22},
}
@article{CRR202429,
author = {Pike, K. and Innanen, K. A. and Keating, S.},
title = {{Time-lapse nullspace shuttles: VSP vs surface acquisition, shuttling to zero, and sparse monitoring prospects}},
year = 2024,
journal = {{CREWES Research Report}},
volume = 36,
pages = {29.1--29.18},
}
@article{CRR202430,
author = {Russell, B. H. and Innanen, K. A.},
title = {{Boolean logic and Machine Learning}},
year = 2024,
journal = {{CREWES Research Report}},
volume = 36,
pages = {30.1--30.24},
}
@article{CRR202431,
author = {Sanchez, I. and Trad, D. O. and Agudelo, W. M.},
title = {{Surface wave dispersion analysis and inversion from 3D complex land seismic exploration data}},
year = 2024,
journal = {{CREWES Research Report}},
volume = 36,
pages = {31.1--31.19},
}
@article{CRR202432,
author = {Schumacher, C. and Innanen, K. A. and Trad, D. O. and Wong, J.},
title = {{Optimizing seismic survey designs and configurations for full waveform inversion: a study using physical modeling data and an industry software package}},
year = 2024,
journal = {{CREWES Research Report}},
volume = 36,
pages = {32.1--32.16},
}
@article{CRR202433,
author = {Su, Z. and Trad, D. O.},
title = {{Time domain FWI imaging in acoustic variable-density media}},
year = 2024,
journal = {{CREWES Research Report}},
volume = 36,
pages = {33.1--33.17},
}
@article{CRR202434,
author = {Trad, D. O. and Zhang, T. and Sanchez, I.},
title = {{Computational frameworks for modelling, migration and inversion}},
year = 2024,
journal = {{CREWES Research Report}},
volume = 36,
pages = {34.1--34.34},
}
@article{CRR202435,
author = {Wong, J.},
title = {{PSPI depth-migration of data acquired over a channel physical model}},
year = 2024,
journal = {{CREWES Research Report}},
volume = 36,
pages = {35.1--35.14},
}
@article{CRR202436,
author = {Zhang, T. and Cai, X. and Hall, K. W. and Innanen, K. A.},
title = {{Assessing the value of combined use of distributed acoustic sensing (DAS) and multicomponent vertical seismic profiling (VSP) data with network-based full waveform inversion and uncertainty quantification: A case study in Alberta, Canada}},
year = 2024,
journal = {{CREWES Research Report}},
volume = 36,
pages = {36.1--36.31},
}
@article{CRR202437,
author = {Zhang, T. and Innanen, K. A.},
title = {{Neural network joint implicit inversion for seismic and gravity data}},
year = 2024,
journal = {{CREWES Research Report}},
volume = 36,
pages = {37.1--37.13},
}
@article{CRR202438,
author = {Zhang, T. and Trad, D. O. and Innanen, K. A.},
title = {{Effective boundary RNN-based 3D acoustic FWI}},
year = 2024,
journal = {{CREWES Research Report}},
volume = 36,
pages = {38.1--38.16},
}
@article{CRR202439,
author = {Zhuang, K. and Trad, D. O.},
title = {{Simultaneous Deblending and Interpolation using the High-Resolution Radon Transform}},
year = 2024,
journal = {{CREWES Research Report}},
volume = 36,
pages = {39.1--39.7},
}
@article{CRR202440,
author = {Ziegon, A. H. and Innanen, K. A.},
title = {{Effects of frequency-dependent DAS and geophone data inclusion in elastic FWI}},
year = 2024,
journal = {{CREWES Research Report}},
volume = 36,
pages = {40.1--40.21},
}
@article{CRR202441,
author = {Ziegon, A. H. and Innanen, K. A.},
title = {{Model entropy constraints in multi-parameter FWI: A promising tool for time-lapse FWI}},
year = 2024,
journal = {{CREWES Research Report}},
volume = 36,
pages = {41.1--41.23},
}
@article{CRR202442,
author = {Ziegon, A. H. and Innanen, K. A.},
title = {{Pseudo-3D elastic FWI: Structurally coupled inversions of intersecting 2D planes}},
year = 2024,
journal = {{CREWES Research Report}},
volume = 36,
pages = {42.1--42.18},
}