Yiyu Ni

Yiyu Ni

Ph.D. Candidate in Seismology, University of Washington

Publications

Journal Articles

  1. Ni, Y., Denolle, M. A., Münchmeyer, J., Wang, Y., Feng, K. F., Suarez, C. G. J., Thomas, A. M., Trabant, C., Hamilton, A., & Mencin, D. (2025). A Review of Cloud Computing and Storage in Seismology. Geophysical Journal International, 243(1), ggaf322. [Link]
  2. Ni, Y., Denolle, M. A., Thomas, A. M., Hamilton, A., Münchmeyer, J., Wang, Y., Bachelot, L., Trabant, C., & Mencin, D. (2025). A Global-scale Database of Seismic Phases from Cloud-based Picking at Petabyte Scale. Seismica, 4(2). [Link]
  3. Ni, Y., Denolle, M. A., Shi, Q., Lipovsky, B. P., Pan, S., & Kutz, J. N. (2024). Wavefield Reconstruction of Distributed Acoustic Sensing: Lossy Compression, Wavefield Separation, and Edge Computing. Journal of Geophysical Research: Machine Learning and Computation, 1(3), e2024JH000247. [Link] [Code]
  4. Ni, Y., Denolle, M. A., Fatland, R., Alterman, N., Lipovsky, B. P., & Knuth, F. (2024). An Object Storage for Distributed Acoustic Sensing. Seismological Research Letters, 95(1), 499-511. [Link] [Code]
  5. Ni, Y., Hutko, A., Skene, F., Denolle, M. A., Malone, S., Bodin, P., Hartog, R., & Wright, A. (2023). Curated Pacific Northwest AI-ready Seismic Dataset. Seismica, 2(1). [Link] [Code]
  6. Denolle, M. A. et al. (2025). Training the Next Generation of Seismologists: Delivering Research-Grade Software Education for Cloud and HPC Computing Through Diverse Training Modalities. Seismological Research Letters. [Link]
  7. Shi, Q., Denolle, M. A., Ni, Y., Williams, E., F., & You, N. (2025). Denoising Offshore Distributed Acoustic Sensing Using Masked Auto-Encoders to Enhance Earthquake Detection. Journal of Geophysical Research: Solid Earth, 130, e2024JB029728. [Link] [Code]
  8. Krauss, Z., Ni, Y., Henderson, S., & Denolle, M. A. (2023). Seismology in the cloud: guidance for the individual researcher. Seismica, 2(2). [Link] [Code]
  9. Yuan, C., Ni, Y., Lin, Y., & Denolle, M. A. (2023). Better Together: Ensemble Learning for Earthquake Detection and Phase Picking. IEEE Transactions on Geoscience and Remote Sensing, 61, 1-17. [Link] [Code]

Preprints

  1. Yermakov, A., Zhao, Y., Denolle, M., Ni, Y., Wyder, P. M., Goldfeder, J., Riva, S., Williams, J., Zoro, D., Rude, A. S., Tomasetto, M., Germany, J., Bakarji, J., Maierhofer, G., Cranmer, M., & Kutz, J. N. (2025). The Seismic Wavefield Common Task Framework. [Link]