Zachary E. Ross

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 19

Top Topics

Eikonal Equation

Unsupervised Learning

Top Venues

IEEE Trans. Geosci. Remote. Sens.

Trans. Mach. Learn. Res.

Publications

Yaozhong Shi, Angela F. Gao, Zachary E. Ross, Kamyar Azizzadenesheli
Universal Functional Regression with Neural Operator Flows. CoRR (2024)
Yan Yang, Angela F. Gao, Kamyar Azizzadenesheli, Robert W. Clayton, Zachary E. Ross
Rapid Seismic Waveform Modeling and Inversion With Neural Operators. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Yaozhong Shi, Grigorios Lavrentiadis, Domniki Asimaki, Zachary E. Ross, Kamyar Azizzadenesheli
Broadband Ground Motion Synthesis via Generative Adversarial Neural Operators: Development and Validation. CoRR (2023)
Md Ashiqur Rahman, Zachary E. Ross, Kamyar Azizzadenesheli
U-NO: U-shaped Neural Operators. Trans. Mach. Learn. Res. 2023 (2023)
Oliver L. Stephenson, Tobias Köhne, Eric Zhan, Brent E. Cahill, Sang-Ho Yun, Zachary E. Ross, Mark Simons
Deep Learning-Based Damage Mapping With InSAR Coherence Time Series. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Md Ashiqur Rahman, Zachary E. Ross, Kamyar Azizzadenesheli
U-NO: U-shaped Neural Operators. CoRR (2022)
Md Ashiqur Rahman, Manuel A. Florez, Anima Anandkumar, Zachary E. Ross, Kamyar Azizzadenesheli
Generative Adversarial Neural Operators. CoRR (2022)
Md Ashiqur Rahman, Manuel A. Florez, Anima Anandkumar, Zachary E. Ross, Kamyar Azizzadenesheli
Generative Adversarial Neural Operators. Trans. Mach. Learn. Res. 2022 (2022)
Oliver L. Stephenson, Tobias Köhne, Eric Zhan, Brent E. Cahill, Sang-Ho Yun, Zachary E. Ross, Mark Simons
Deep Learning-based Damage Mapping with InSAR Coherence Time Series. CoRR (2021)
Yan Yang, Angela F. Gao, Jorge C. Castellanos, Zachary E. Ross, Kamyar Azizzadenesheli, Robert W. Clayton
Seismic wave propagation and inversion with Neural Operators. CoRR (2021)
Jonathan D. Smith, Kamyar Azizzadenesheli, Zachary E. Ross
EikoNet: Solving the Eikonal Equation With Deep Neural Networks. IEEE Trans. Geosci. Remote. Sens. 59 (12) (2021)
Angela F. Gao, Jorge C. Castellanos, Yisong Yue, Zachary E. Ross, Katherine L. Bouman
DeepGEM: Generalized Expectation-Maximization for Blind Inversion. NeurIPS (2021)
Jonathan D. Smith, Zachary E. Ross, Kamyar Azizzadenesheli, Jack B. Muir
HypoSVI: Hypocenter inversion with Stein variational inference and Physics Informed Neural Networks. CoRR (2021)
Xiaotian Zhang, Zhe Jia, Zachary E. Ross, Robert W. Clayton
Extracting Dispersion Curves From Ambient Noise Correlations Using Deep Learning. IEEE Trans. Geosci. Remote. Sens. 58 (12) (2020)
Xiaotian Zhang, Zhe Jia, Zachary E. Ross, Robert W. Clayton
Extracting dispersion curves from ambient noise correlations using deep learning. CoRR (2020)
Manuel A. Florez, Michaelangelo Caporale, Pakpoom Buabthong, Zachary E. Ross, Domniki Asimaki, Men-Andrin Meier
Data-driven Accelerogram Synthesis using Deep Generative Models. CoRR (2020)
Jonathan D. Smith, Kamyar Azizzadenesheli, Zachary E. Ross
EikoNet: Solving the Eikonal equation with Deep Neural Networks. CoRR (2020)
Zachary E. Ross, Daniel T. Trugman, Kamyar Azizzadenesheli, Anima Anandkumar
Directivity Modes of Earthquake Populations with Unsupervised Learning. CoRR (2019)
Zachary E. Ross, Yisong Yue, Men-Andrin Meier, Egill Hauksson, Thomas H. Heaton
PhaseLink: A Deep Learning Approach to Seismic Phase Association. CoRR (2018)