Publications

Note: (*) denotes the corresponding author. Check out my google scholar

In Progress (2)

• Yuan*, C., & Zhang, J., Ensemble Learning for Earthquake First-Motion Polarity Determination. [In preparation]
• Yuan*, C., Lin, Y., Denolle, M. & Shaw, J. Reconstructing Seismograms via Self-supervised Learning. [In preparation]

Peer-reviewed Articles (14)

• Yuan*, C., Cochard, T., Denolle, M., Gomberg, J., Wech, A., Xiao, X. & Weitz, D., Laboratory Hydrofractures as Analogs to Tectonic Tremors. [Accepted]
• Cochard, T., Svetlizky, I., Albertini, G., Viesca, R., Yuan, C., Denolle, M., Song, Y., Xiao, L. & Weitz*, D. Unexpected Dynamics in the Propagation of Fracture Fronts. Nature Physics. [Accepted]
• Yuan*, C., Ni, Y., Lin, Y. & Denolle, M. (2023) Better Together: Ensemble Learning for Earthquake Detection and Phase Picking. IEEE Transactions on Geoscience and Remote Sensing, 61. [doi: https:10.1109/TGRS.2023.3320148]
• Kuang, W., Yuan, C., Zou, Z., Zhang, J. & Zhang*, W. (2023) Autonomous Earthquake Location via Deep Reinforcement Learning. Seismological Research Letter. [doi: https:doi.org/10.1785/0220230118]
• Kuang, W., Yuan, C., Zhang, J. & Zhang*, W. (2022) Relative Inversion Improves the Accuracy of Earthquake Focal Mechanisms. Seismological Research Letter. [doi: https://doi.org/10.1785/0220210370]
• Yang, Z., Yuan, C. & Denolle*, M. (2022) Detecting Elevated Pore Pressure in the Guy-Greenbrier Fault Zone using Ambient Noise Monitoring. The Seismic Record. [doi: 10.1785/0320210036]
• Yuan*, C., Bryan, J. & Denolle, M. A. (2021) Numerical comparison of time-, frequency-, and wavelet-domain methods for coda wave interferometry. Geophysical Journal International. [doi: 10.1093/gji/ggab140].
• Kuang, W., Yuan, C. & Zhang, J. (2021) Real-time determination of earthquake focal mechanism via deep learning. Nature Communications, 12, 1432. [doi: 10.1038/s41467-021-21670-x]
• Kuang*, W., Yuan, C. & Zhang, J. (2021) Network-based earthquake magnitude determination via deep learning. Seismological Research Letter. [doi: 10.1785/0220200317].
• Ma, Y., Yuan, C. & Zhang*, J. (2020) Joint inversion for microseismic event locations and anisotropic parameters with the cross double-difference method in VTI media. Geophysics, 85(3), 1-41. [doi: 10.1190/geo2019-0325.1]
• Zhang, X., Zhang*, J., Yuan, C., Liu, S., Chen, Z. & Li, W. (2020) Locating earthquakes with a network of seismic stations via a deep learning method. *Scientific Report, 10, 1941. [doi: 10.1038/s41598-020-58908-5]
• Yuan, C., Zhang, X., Jia, X. & Zhang*, J. (2019) Time-lapse velocity imaging via deep learning. Geophysical Journal International, 220(2), 1228-1241. [doi: 10.1093/gji/ggz511]
• Yuan, C. & Zhang, J. (2018) A feasibility study of imaging hydraulic fractures with anisotropic reverse time migration. Journal of Applied Geophysics, 155, 199-207. [doi: 10.1016/j.jappgeo.2018.05.015]
• Yuan, C., Jia*, X., Liu, S. & Zhang, J. (2018) Microseismic reverse time migration with a multi-cross-correlation staining algorithm for fracture imaging. Journal of Applied Geophysics, 149, 95-104. [doi: 10.1016/j.jappgeo.2017.12.019]

Non Peer-reviewed Articles (6)

• Yuan, C. & Zhang*, J. (2021) Joint event location and Poisson’s ratio tomography for passive seismic monitoring. EarthArXiv preprint. [doi: 10.31223/X52K5S]
• Yuan, C., Zhang, X. & Zhang*, J. (2021) 3D microseismic imaging for identifying shale sweet spot. EarthArXiv preprint. [doi: 10.31223/X5689F]
• Yuan, C., Zhang*, W. & Zhang, J. (2020) Automatic microseismic stacking location with a multi-cross-correlation condition. EarthArXiv preprint. [doi: 10.31223/X5KK6T]
• Yuan, C., Han, S. & Zhang*, J. (2020) Vertical slowness constrained joint VTI parameters and event locations inversion for microseismic monitoring. EarthArXiv preprint. [doi: 10.31223/X5FS4W]
• Yuan, C. & Zhang*, J. (2019) Applying deep learning to teleseismic phase detection and picking: PcP and PKiKP cases. ArXiv preprint. [doi: 1910.09049]
• Yuan, C. Microseismic study for source location and structure imaging. [MS Dissertation]

Expanded Abstracts (5)

• Zhang, X., Yuan, C., Zhang J., Liu, S., Chen Z. & Li W. (2018) Automatic microseismic detection and location via the deep convolutional neural network. 2018 SEG annual meeting, Expanded Abstracts.
• Yuan, C., Han, S. & Zhang, J. (2018) Vertical slowness constrained joint VTI parameters and event location inversion for microseismic monitoring. 2018 CPS/SEG Beijing International Meeting, SEG, Expanded Abstracts.
• Yuan, C., Jia, X., Liu, S. & Zhang, J. (2017) Microseismic reverse time migration with a multi-cross-correlation staining algorithm for fracture imaging. 87th Annual International Meeting, SEG, Expanded Abstracts.
• Yuan, C., Zhang, W., & Zhang, J. (2017) Automatic microseismic stacking location with a multi-cross-correlation condition. 2017 SEG International workshop: Microseismic, Expanded Abstracts.
• Yuan, C. & Zhang, J. (2016) 3D microseismic imaging for identifying shale sweet spot. 83rd Annual International Meeting, SEG, Expanded Abstracts, 2689-2693.