Zachary E. Ross

Orcid: 0000-0002-6343-8400

According to our database1, Zachary E. Ross authored at least 14 papers between 2018 and 2024.

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Bibliography

2024
Universal Functional Regression with Neural Operator Flows.
CoRR, 2024

2023
U-NO: U-shaped Neural Operators.
Trans. Mach. Learn. Res., 2023

Rapid Seismic Waveform Modeling and Inversion With Neural Operators.
IEEE Trans. Geosci. Remote. Sens., 2023

Broadband Ground Motion Synthesis via Generative Adversarial Neural Operators: Development and Validation.
CoRR, 2023

2022
Generative Adversarial Neural Operators.
Trans. Mach. Learn. Res., 2022

Deep Learning-Based Damage Mapping With InSAR Coherence Time Series.
IEEE Trans. Geosci. Remote. Sens., 2022

2021
EikoNet: Solving the Eikonal Equation With Deep Neural Networks.
IEEE Trans. Geosci. Remote. Sens., 2021

Seismic wave propagation and inversion with Neural Operators.
CoRR, 2021

HypoSVI: Hypocenter inversion with Stein variational inference and Physics Informed Neural Networks.
CoRR, 2021

DeepGEM: Generalized Expectation-Maximization for Blind Inversion.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020
Extracting Dispersion Curves From Ambient Noise Correlations Using Deep Learning.
IEEE Trans. Geosci. Remote. Sens., 2020

Data-driven Accelerogram Synthesis using Deep Generative Models.
CoRR, 2020

2019
Directivity Modes of Earthquake Populations with Unsupervised Learning.
CoRR, 2019

2018
PhaseLink: A Deep Learning Approach to Seismic Phase Association.
CoRR, 2018


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