Research Reports 2025
@article{CRR202501,
author = {Acosta, C. and Sanchez, I. and Innanen, K. A. and Hall, K. W.},
title = {{Processing and simulation of the "Croissant" multi-component DAS sensor}},
year = 2025,
journal = {{CREWES Research Report}},
volume = 37,
pages = {1.1},
}
@article{CRR202502,
author = {Bertram, K. L. and Wong, J.},
title = {{Designing a new fluid injection model for the physical modelling laboratroy}},
year = 2025,
journal = {{CREWES Research Report}},
volume = 37,
pages = {2.1},
}
@article{CRR202503,
author = {Bertram, K. L. and Wong, J.},
title = {{Sparse acquisition VSP: a time-lapse physical modelling experiment}},
year = 2025,
journal = {{CREWES Research Report}},
volume = 37,
pages = {3.1},
}
@article{CRR202504,
author = {Cai, X. and Hu, Q. and Zhang, T. and Innanen, K. A.},
title = {{Quantitative monitoring of dynamic CO2 saturation at the CaMI.FRS}},
year = 2025,
journal = {{CREWES Research Report}},
volume = 37,
pages = {4.1},
}
@article{CRR202505,
author = {Cai, X. and Innanen, K. A. and Zhang, T.},
title = {{Quasi-continuous CO2 monitoring based on combined active-source and microseismic FWI}},
year = 2025,
journal = {{CREWES Research Report}},
volume = 37,
pages = {5.1},
}
@article{CRR202506,
author = {Chen, H. and Innanen, K. A.},
title = {{Estimating near-surface anisotropy using azimuthal seismic data without NMO correction}},
year = 2025,
journal = {{CREWES Research Report}},
volume = 37,
pages = {6.1},
}
@article{CRR202507,
author = {Emery, D. J. and Trad, D. O.},
title = {{Prediction of Elastic Logs from the limited information available from LWD (logging while drilling) information}},
year = 2025,
journal = {{CREWES Research Report}},
volume = 37,
pages = {7.1},
}
@article{CRR202508,
author = {Fan, N. and Innanen, K. A.},
title = {{Constant Q viscoacoustic wave equation with fractional Laplacian operator}},
year = 2025,
journal = {{CREWES Research Report}},
volume = 37,
pages = {8.1},
}
@article{CRR202509,
author = {Guarido, M. and Innanen, K. A.},
title = {{Advanced demand forecasting for strategic peak identification in Ontario’s electricity market}},
year = 2025,
journal = {{CREWES Research Report}},
volume = 37,
pages = {9.1},
}
@article{CRR202510,
author = {Guarido, M. and Sanchez, I. and Innanen, K. A.},
title = {{Synthetic P-wave velocity model generation using LLMs for seismic data simulation}},
year = 2025,
journal = {{CREWES Research Report}},
volume = 37,
pages = {10.1},
}
@article{CRR202511,
author = {Hall, K. W. and Bertram, K. L. and Bertram, K. L. and Abdulrahman, K. A. M. and Innanen, K. A.},
title = {{Baseline DAS VSP acquisition at the Meadowbrook Carbon Storage Hub}},
year = 2025,
journal = {{CREWES Research Report}},
volume = 37,
pages = {11.1},
}
@article{CRR202512,
author = {Hall, K. W. and Sanchez, I. and Acosta, C. and Innanen, K. A.},
title = {{DAS and geophone field data acquisition on multi-component fiber optic sensors and comparison to synthetic data}},
year = 2025,
journal = {{CREWES Research Report}},
volume = 37,
pages = {12.1},
}
@article{CRR202513,
author = {Hernández, A. R. and Sanchez, I. and Zhang, T. and Innanen, K. A.},
title = {{Physics-informed neural operators for seismic wave propagation.}},
year = 2025,
journal = {{CREWES Research Report}},
volume = 37,
pages = {13.1},
}
@article{CRR202514,
author = {Innanen, K. A.},
title = {{AVO inversion on an Ising network}},
year = 2025,
journal = {{CREWES Research Report}},
volume = 37,
pages = {14.1},
}
@article{CRR202515,
author = {Innanen, K. A.},
title = {{Modeling seismic arrivals as inelastically colliding objects}},
year = 2025,
journal = {{CREWES Research Report}},
volume = 37,
pages = {15.1},
}
@article{CRR202516,
author = {Innanen, K. A.},
title = {{Nullspace shuttling on an Ising network}},
year = 2025,
journal = {{CREWES Research Report}},
volume = 37,
pages = {16.1},
}
@article{CRR202517,
author = {Jia, A. J. and Sun, J. and Innanen, K. A.},
title = {{Seismic low-frequency extrapolation in a latent space based on self-supervised learning}},
year = 2025,
journal = {{CREWES Research Report}},
volume = 37,
pages = {17.1},
}
@article{CRR202518,
author = {Karpiah, A. and Trad, D. O. and Sanchez, I.},
title = {{Predicting DAS channel depths in Vertical Seismic Profile (VSP) using a Long Short-Term Memory (LSTM) model}},
year = 2025,
journal = {{CREWES Research Report}},
volume = 37,
pages = {18.1},
}
@article{CRR202524,
author = {Li, J. and Liu, L. and Trad, D. O.},
title = {{Robust 5D seismic data interpolation via memory-efficient group sparse Radon transform}},
year = 2025,
journal = {{CREWES Research Report}},
volume = 37,
pages = {24.1},
}
@article{CRR202525,
author = {Li, J. and Trad, D. O.},
title = {{Suppression of swell noise via dip-aligned self-supervised learning}},
year = 2025,
journal = {{CREWES Research Report}},
volume = 37,
pages = {25.1},
}
@article{CRR202519,
author = {Li, J. L. and Innanen, K. A.},
title = {{Ultrasound imaging with FWI framework}},
year = 2025,
journal = {{CREWES Research Report}},
volume = 37,
pages = {19.1},
}
@article{CRR202520,
author = {Li, J. L. and Innanen, K. A.},
title = {{Uncertainty quantification in viscoelastic multiparameter full waveform inversion with Hamiltonian Monte Carlo}},
year = 2025,
journal = {{CREWES Research Report}},
volume = 37,
pages = {20.1},
}
@article{CRR202521,
author = {Li, J. L. and Innanen, K. A.},
title = {{Viscoelastic full waveform inversion with Stein Variational Gradient Descent}},
year = 2025,
journal = {{CREWES Research Report}},
volume = 37,
pages = {21.1},
}
@article{CRR202522,
author = {Li, J. L. and Pike, K. and Hall, K. W. and Innanen, K. A.},
title = {{3D targeted nullspace shuttle in 4D FWI: synthetic time-lapse FWI experiments for CO2 monitoring configured for the Snowflake dataset}},
year = 2025,
journal = {{CREWES Research Report}},
volume = 37,
pages = {22.1},
}
@article{CRR202523,
author = {Li, J. L. and Sanchez, I. and Innanen, K. A.},
title = {{Trans-conceptual sampling in geophysical inverse problems}},
year = 2025,
journal = {{CREWES Research Report}},
volume = 37,
pages = {23.1},
}
@article{CRR202526,
author = {Liu, H. and Fu, X. and Trad, D. O. and Innanen, K. A.},
title = {{Feasibility study on time-lapse FWI using a multi-shallow-wells VSP acquisition}},
year = 2025,
journal = {{CREWES Research Report}},
volume = 37,
pages = {26.1},
}
@article{CRR202527,
author = {Perrin, R. and Lauer, R.},
title = {{Modelling crustal fluid glow in seamount-influenced hydrothermal systems}},
year = 2025,
journal = {{CREWES Research Report}},
volume = 37,
pages = {27.1},
}
@article{CRR202528,
author = {Pike, K. and Keating, S. and Innanen, K. A.},
title = {{A sensitivity analysis of nullspace shuttling to illumination, anomaly magnitude, and size using sparse acquisition geometries}},
year = 2025,
journal = {{CREWES Research Report}},
volume = 37,
pages = {28.1},
}
@article{CRR202529,
author = {Pike, K. and Keating, S. and Innanen, K. A.},
title = {{Nullspace shuttling versus conventional FWI time-lapse strategies}},
year = 2025,
journal = {{CREWES Research Report}},
volume = 37,
pages = {29.1},
}
@article{CRR202530,
author = {Russell, B. H.},
title = {{A spectral decomposition comparison}},
year = 2025,
journal = {{CREWES Research Report}},
volume = 37,
pages = {30.1},
}
@article{CRR202531,
author = {Sanchez, I. and Guarido, M. and Trad, D. O.},
title = {{Simulating synthetic seismic data from AI-generated velocity models}},
year = 2025,
journal = {{CREWES Research Report}},
volume = 37,
pages = {31.1},
}
@article{CRR202532,
author = {Sanchez, I. and Trad, D. O.},
title = {{Deep learning for near-surface waves separation in the frequency–slowness domain}},
year = 2025,
journal = {{CREWES Research Report}},
volume = 37,
pages = {32.1},
}
@article{CRR202533,
author = {Sanchez, I. and Trad, D. O.},
title = {{Enabling curvilinear finite-difference in Devito for elastodynamic simulations in complex topography}},
year = 2025,
journal = {{CREWES Research Report}},
volume = 37,
pages = {33.1},
}
@article{CRR202534,
author = {Sanchez, I. and Ziegon, A. H. and Trad, D. O.},
title = {{Potential Wavefield Inversion (PWI): quasi-acoustic surrogates for elastic media}},
year = 2025,
journal = {{CREWES Research Report}},
volume = 37,
pages = {34.1},
}
@article{CRR202535,
author = {Schumacher, C. and Innanen, K. A. and Wong, J.},
title = {{Impact of sparse acquisition geometry on gas injection time-lapse imaging: A case study using the physical model sand mound dataset.}},
year = 2025,
journal = {{CREWES Research Report}},
volume = 37,
pages = {35.1},
}
@article{CRR202536,
author = {Trad, D. O. and Sanchez, I.},
title = {{Modelling, migration and inversion: 3D modules}},
year = 2025,
journal = {{CREWES Research Report}},
volume = 37,
pages = {36.1},
}
@article{CRR202537,
author = {Wong, J. and Bertram, K. L.},
title = {{Transforming physically-modelled datasets for analysis via a modified FWI procedure}},
year = 2025,
journal = {{CREWES Research Report}},
volume = 37,
pages = {37.1},
}
@article{CRR202538,
author = {Zhang, T. and Innanen, K. A.},
title = {{On the influence of multiphysics joint inversion for uncertainty quantification in full waveform inversion}},
year = 2025,
journal = {{CREWES Research Report}},
volume = 37,
pages = {38.1},
}
@article{CRR202539,
author = {Zhuang, K. and Trad, D. O.},
title = {{Considerations for computing and dataflows in seismic data processing}},
year = 2025,
journal = {{CREWES Research Report}},
volume = 37,
pages = {39.1},
}
@article{CRR202540,
author = {Ziegon, A. H. and Innanen, K. A.},
title = {{Pushing geophysical Ising solvers beyond straight ray tomography}},
year = 2025,
journal = {{CREWES Research Report}},
volume = 37,
pages = {40.1},
}
@article{CRR202541,
author = {Ziegon, A. H. and Li, J. L. and Innanen, K. A.},
title = {{Initial comparison of 2D, Pseudo-3D and full 3D FWI approaches applied to the Snowflake field data}},
year = 2025,
journal = {{CREWES Research Report}},
volume = 37,
pages = {41.1},
}
@article{CRR202542,
author = {Ziegon, A. H. and Li, J. L. and Innanen, K. A.},
title = {{Updates on Pseudo-3D FWI: Understanding the upside and limitation in preparation of a Snowflake data application}},
year = 2025,
journal = {{CREWES Research Report}},
volume = 37,
pages = {42.1},
}