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Ziyi Xi

Publications

  1. Deep learning for deep earthquakes: insights from OBS observations of the Tonga subduction zone

    Ziyi Xi, S. Shawn Wei, Weiqiang Zhu, Gregory C. Beroza, Yaqi Jie, Nooshin Saloor · Geophysical Journal International, 238(2), 1073–1088, 2024

  2. EARA2024: a new radially anisotropic seismic velocity model for the crust and upper mantle beneath East Asia and Northwestern pacific subduction zones

    Ziyi Xi, Min Chen, Songqiao Shawn Wei, Jiaqi Li, Tong Zhou, Baoshan Wang, YoungHee Kim · Geophysical Journal International, 239(2), 914–935, 2024

  3. Seismic Studies of Western Pacific Subduction Zones With High-Performance Computing and Deep Learning

    Ziyi Xi · Michigan State University, Ph.D. dissertation, 2024

  4. Deep Geophysical Anomalies Beneath the Changbaishan Volcano

    Shaohua Li, Jiaqi Li, Thomas P. Ferrand, Tong Zhou, Mingda Lv, Ziyi Xi, Ross Maguire, Guangjie Han, Juan Li, Xiyuan Bao, Yiran Jiang, Tiezhao Bao · Journal of Geophysical Research: Solid Earth, 128(4), e2022JB025671, 2023

  5. CUSRA2021: A Radially Anisotropic Model of the Contiguous US and Surrounding Regions by Full-Waveform Inversion

    Tong Zhou, Jiaqi Li, Ziyi Xi, Guoliang Li, Min Chen · Journal of Geophysical Research: Solid Earth, 127(8), e2021JB023893, 2022

  6. Unsupervised machine learning reveals slab hydration variations from deep earthquake distributions beneath the northwest Pacific

    Gilbert L. Mao, Thomas P. Ferrand, Jiaqi Li, Brian Zhu, Ziyi Xi, Min Chen · Communications Earth & Environment, 3, 56, 2022

  7. Assessment of seismic tomographic models of the contiguous United States using intermediate-period 3-D wavefield simulation

    Tong Zhou, Ziyi Xi, Min Chen, Jiaqi Li · Geophysical Journal International, 228(2), 1392–1409, 2022

  8. FastTrip: A Fast MPI-Accelerated 1D Triplication Waveform Inversion Package for Constraining Mantle Transition Zone Discontinuities

    Jiaqi Li, Min Chen, Keith D. Koper, Tong Zhou, Ziyi Xi, Shaohua Li, Guoliang Li · Seismological Research Letters, 92(4), 2647–2656, 2021

  9. PyFK: A Fast MPI and CUDA Accelerated Python Package for Calculating Synthetic Seismograms Based on the Frequency-Wavenumber Method

    Ziyi Xi, Jiaqi Li, Min Chen, S. Shawn Wei · AGU Fall Meeting Abstracts, S15E-0288, 2021