Yiyu Ni

Yiyu Ni

Seismology PhD student, University of Washington

Publications

Journal Articles

  1. 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]
  2. 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]
  3. 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]
  4. Denolle, M. A., Tape, C., Bozdag, E., Wang, Y., Waldhauser, F., Gabriel, A., Braunmiller, J., Chow, B., Ding, L., Feng, K., Ghosh, A., Groebner, N., Gupta, A., Krauss, Z., McPherson, A. M., Nagaso, M., Niu, Z., Ni, Y., Örsvuran, R., Pavlis, G., Rodríguez-Cardozo, F.R., Sawi, T., Schaff, D., Schliwa, N., Schneller, D., Shi, Q., Thurin, J., Wang, C., Wang, K., Wing, J., Wong, C., Wolf, S., & Yuan, C. (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]
  5. 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]
  6. 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]
  7. Krauss, Z., Ni, Y., Henderson, S., & Denolle, M. A. (2023). Seismology in the cloud: guidance for the individual researcher. Seismica, 2(2). [Link] [Code]

Pre-prints

  1. 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, submitted to Seismica. [Link]
  2. 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 in Seismology, submitted to Geophysical Journal International. [Link]