Zachary E. Ross

发表

Directivity Modes of Earthquake Populations with Unsupervised Learning pdf

Kamyar Azizzadenesheli, Anima Anandkumar, Zachary E. Ross, 2019, Journal of Geophysical Research: Solid Earth.

PhaseLink: A Deep Learning Approach to Seismic Phase Association pdf

Yisong Yue, Thomas H. Heaton, Zachary E. Ross, 2018, Journal of Geophysical Research: Solid Earth.

Data-driven Accelerogram Synthesis using Deep Generative Models pdf

Zachary E. Ross, Men-Andrin Meier, Domniki Asimaki, 2020, ArXiv.

Reliable Real‐Time Seismic Signal/Noise Discrimination With Machine Learning

Yisong Yue, Ashwin Balakrishna, Zefeng Li, 2019, Journal of Geophysical Research: Solid Earth.

HypoSVI: Hypocenter inversion with Stein variational inference and Physics Informed Neural Networks pdf

Kamyar Azizzadenesheli, J. B. Muir, Zachary E. Ross, 2021, ArXiv.

P Wave Arrival Picking and First‐Motion Polarity Determination With Deep Learning

Zachary E. Ross, Men-Andrin Meier, Egill Hauksson, 2018, Journal of Geophysical Research: Solid Earth.

Harnessing the Power of Machine Learning Algorithms for Real-Time Signal/Noise Classification

Ashwin Balakrishna, Thomas H. Heaton, Zefeng Li, 2018 .

Probabilistic Fault Displacement Hazard Analysis for Reverse Faults

Zachary E. Ross, Robb E.S. Moss, Z. Ross, 2011 .

Leveraging Deep Learning in Global 24/7 Real-Time Earthquake Monitoring at the National Earthquake Information Center

John M. Patton, Michelle R. Guy, Harley M. Benz, 2020 .

An Improved Algorithm for Real‐Time S‐Wave Picking with Application to the (Augmented) ANZA Network in Southern California

Yehuda Ben-Zion, Frank L. Vernon, Zachary E. Ross, 2016 .

Extracting Dispersion Curves From Ambient Noise Correlations Using Deep Learning

Robert W. Clayton, Zachary E. Ross, Xiaotian Zhang, 2020, IEEE Transactions on Geoscience and Remote Sensing.

Machine Learning in Seismology: Turning Data into Insights

Peter Gerstoft, Michael Bianco, Qingkai Kong, 2018, Seismological Research Letters.

EikoNet: Solving the Eikonal Equation With Deep Neural Networks pdf

Kamyar Azizzadenesheli, Zachary E. Ross, Jonathan D. Smith, 2020, IEEE Transactions on Geoscience and Remote Sensing.

Generalized Seismic Phase Detection with Deep Learning

Thomas H. Heaton, Zachary E. Ross, Men-Andrin Meier, 2018, Bulletin of the Seismological Society of America.

HypoSVI: Hypocenter inversion with Stein variational inference and Physics Informed Neural Networks pdf

Kamyar Azizzadenesheli, Zachary E. Ross, Jack B. Muir, 2021, ArXiv.

EikoNet: Solving the Eikonal Equation With Deep Neural Networks

Kamyar Azizzadenesheli, Zachary E. Ross, Jonathan D. Smith, 2021, IEEE Transactions on Geoscience and Remote Sensing.

Seismic wave propagation and inversion with Neural Operators pdf

Kamyar Azizzadenesheli, Robert W. Clayton, Zachary E. Ross, 2021, The Seismic Record.

Deep Learning-based Damage Mapping with InSAR Coherence Time Series

Sang-Ho Yun, Zachary E. Ross, Eric Zhan, 2021 .

Deep Learning-Based Damage Mapping With InSAR Coherence Time Series

Sang-Ho Yun, Zachary E. Ross, Eric Zhan, 2019, IEEE Transactions on Geoscience and Remote Sensing.

Toward reliable automated estimates of earthquake source properties from body wave spectra

Yehuda Ben-Zion, Zachary E. Ross, Z. Ross, 2016 .

Ten kilometer vertical Moho offset and shallow velocity contrast along the Denali fault zone from double-difference tomography, receiver functions, and fault zone head waves

Yehuda Ben-Zion, Carl Tape, Zachary E. Ross, 2017 .

Slow‐Growing and Extended‐Duration Seismicity Swarms: Reactivating Joints or Foliations in the Cahuilla Valley Pluton, Central Peninsular Ranges, Southern California

Zachary E. Ross, Egill Hauksson, Z. Ross, 2019, Journal of Geophysical Research: Solid Earth.

Automatic picking of direct P, S seismic phases and fault zone head waves

Yehuda Ben-Zion, Zachary E. Ross, Z. Ross, 2014 .

An earthquake detection algorithm with pseudo-probabilities of multiple indicators

Yehuda Ben-Zion, Zachary E. Ross, Z. Ross, 2014 .

Basic data features and results from a spatially dense seismic array on the San Jacinto fault zone

Yehuda Ben-Zion, Frank L. Vernon, Zachary E. Ross, 2015 .