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An Integrated Machine Learning Workflow to Estimate In Situ Stresses Based on Downhole Sonic Logs and Laboratory Triaxial Ultrasonic Velocity Data
Mustafa, Ayyaz, Kelley, Mark, Lu, Guanyi, Bunger, Andrew P.
Published in Journal of geophysical research. Machine learning and computation (01.12.2024)
Published in Journal of geophysical research. Machine learning and computation (01.12.2024)
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Sub‐Pixel Displacement Estimation With Deep Learning: Application to Optical Satellite Images Containing Sharp Displacements
Montagnon, Tristan, Giffard-Roisin, Sophie, Dalla Mura, Mauro, Marchandon, Mathilde, Pathier, Erwan, Hollingsworth, James
Published in Journal of geophysical research. Machine learning and computation (01.10.2024)
Published in Journal of geophysical research. Machine learning and computation (01.10.2024)
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PRIME‐SH: A Data‐Driven Probabilistic Model of Earth's Magnetosheath
O’Brien, C., Walsh, B. M., Zou, Y., Qudsi, R., Tasnim, S., Zhang, H., Sibeck, D. G.
Published in Journal of geophysical research. Machine learning and computation (01.09.2024)
Published in Journal of geophysical research. Machine learning and computation (01.09.2024)
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Controllable Seismic Velocity Synthesis Using Generative Diffusion Models
Wang, Fu, Huang, Xinquan, Alkhalifah, Tariq
Published in Journal of geophysical research. Machine learning and computation (01.09.2024)
Published in Journal of geophysical research. Machine learning and computation (01.09.2024)
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AGATNet: An Adaptive Graph Attention Network for Bias Correction of CMAQ‐Forecasted PM2.5 Concentrations Over South Korea
Dimri, Rijul, Choi, Yunsoo, Salman, Ahmed Khan, Park, Jincheol, Singh, Deveshwar
Published in Journal of geophysical research. Machine learning and computation (01.09.2024)
Published in Journal of geophysical research. Machine learning and computation (01.09.2024)
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AGATNet: An Adaptive Graph Attention Network for Bias Correction of CMAQ‐Forecasted PM 2.5 Concentrations Over South Korea
Dimri, Rijul, Choi, Yunsoo, Salman, Ahmed Khan, Park, Jincheol, Singh, Deveshwar
Published in Journal of geophysical research. Machine learning and computation (01.09.2024)
Published in Journal of geophysical research. Machine learning and computation (01.09.2024)
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Predicting Shoreline Changes Along the California Coast Using Deep Learning Applied to Satellite Observations
Adusumilli, Susheel, Cirrito, Nicholas, Engeman, Laura, Fiedler, Julia W., Guza, R. T., Lange, Athina M. Z., Merrifield, Mark A., O'Reilly, William, Young, Adam P.
Published in Journal of geophysical research. Machine learning and computation (01.09.2024)
Published in Journal of geophysical research. Machine learning and computation (01.09.2024)
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SiameseFWI: A Deep Learning Network for Enhanced Full Waveform Inversion
Saad, Omar M., Harsuko, Randy, Alkhalifah, Tariq
Published in Journal of geophysical research. Machine learning and computation (01.09.2024)
Published in Journal of geophysical research. Machine learning and computation (01.09.2024)
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Sensitivity Analysis in the Presence of Intrinsic Stochasticity for Discrete Fracture Network Simulations
Murph, A. C., Strait, J. D., Moran, K. R., Hyman, J. D., Viswanathan, H. S., Stauffer, P. H.
Published in Journal of geophysical research. Machine learning and computation (01.09.2024)
Published in Journal of geophysical research. Machine learning and computation (01.09.2024)
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