Zachary E. Ross

28 papers A* 2Journal 26
YearRankTypeTitle / Venue / Authors
2026 J jnl
Enforcing Reciprocity in Operator Learning for Seismic Wave Propagation.
CoRR
Caifeng Zou, Yaozhong Shi, Zachary E. Ross, Robert W. Clayton, Kamyar Azizzadenesheli
2026 J jnl
Large-Scale 3D Ground-Motion Synthesis with Physics-Inspired Latent Operator Flow Matching.
CoRR
Yaozhong Shi, Grigorios Lavrentiadis, Konstantinos Tsalouchidis, Zachary E. Ross, David McCallen, Caifeng Zou, Kamyar Azizzadenesheli, Domniki Asimaki
2025 J jnl
Ambient Noise Full Waveform Inversion with Neural Operators.
CoRR
Caifeng Zou, Zachary E. Ross, Robert W. Clayton, Fan-Chi Lin, Kamyar Azizzadenesheli
2025 A* conf
InverseBench: Benchmarking Plug-and-Play Diffusion Priors for Inverse Problems in Physical Sciences.
ICLR
Hongkai Zheng, Wenda Chu, Bingliang Zhang, Zihui Wu, Austin Wang, Berthy Feng, Caifeng Zou, Yu Sun, Nikola Borislavov Kovachki, Zachary E. Ross, Katherine L. Bouman, Yisong Yue
2025 J jnl
InverseBench: Benchmarking Plug-and-Play Diffusion Priors for Inverse Problems in Physical Sciences.
CoRR
Hongkai Zheng, Wenda Chu, Bingliang Zhang, Zihui Wu, Austin Wang, Berthy T. Feng, Caifeng Zou, Yu Sun, Nikola B. Kovachki, Zachary E. Ross, Katherine L. Bouman, Yisong Yue
2025 J jnl
Mesh-Informed Neural Operator : A Transformer Generative Approach.
CoRR
Yaozhong Shi, Zachary E. Ross, Domniki Asimaki, Kamyar Azizzadenesheli
2025 J jnl
Mesh-Informed Neural Operator : A Transformer Generative Approach.
Trans. Mach. Learn. Res.
Yaozhong Shi, Zachary E. Ross, Domniki Asimaki, Kamyar Azizzadenesheli
2025 J jnl
Stochastic Process Learning via Operator Flow Matching.
CoRR
Yaozhong Shi, Zachary E. Ross, Domniki Asimaki, Kamyar Azizzadenesheli
2024 J jnl
Universal Functional Regression with Neural Operator Flows.
CoRR
Yaozhong Shi, Angela F. Gao, Zachary E. Ross, Kamyar Azizzadenesheli
2024 J jnl
Universal Functional Regression with Neural Operator Flows.
Trans. Mach. Learn. Res.
Yaozhong Shi, Angela F. Gao, Zachary E. Ross, Kamyar Azizzadenesheli
2023 J jnl
Broadband Ground Motion Synthesis via Generative Adversarial Neural Operators: Development and Validation.
CoRR
Yaozhong Shi, Grigorios Lavrentiadis, Domniki Asimaki, Zachary E. Ross, Kamyar Azizzadenesheli
2023 J jnl
Rapid Seismic Waveform Modeling and Inversion With Neural Operators.
IEEE Trans. Geosci. Remote. Sens.
Yan Yang, Angela F. Gao, Kamyar Azizzadenesheli, Robert W. Clayton, Zachary E. Ross
2023 J jnl
U-NO: U-shaped Neural Operators.
Trans. Mach. Learn. Res.
Md Ashiqur Rahman, Zachary E. Ross, Kamyar Azizzadenesheli
2022 J jnl
Deep Learning-Based Damage Mapping With InSAR Coherence Time Series.
IEEE Trans. Geosci. Remote. Sens.
Oliver L. Stephenson, Tobias Köhne, Eric Zhan, Brent E. Cahill, Sang-Ho Yun, Zachary E. Ross, Mark Simons
2022 J jnl
Generative Adversarial Neural Operators.
CoRR
Md Ashiqur Rahman, Manuel A. Florez, Anima Anandkumar, Zachary E. Ross, Kamyar Azizzadenesheli
2022 J jnl
Generative Adversarial Neural Operators.
Trans. Mach. Learn. Res.
Md Ashiqur Rahman, Manuel A. Florez, Anima Anandkumar, Zachary E. Ross, Kamyar Azizzadenesheli
2022 J jnl
U-NO: U-shaped Neural Operators.
CoRR
Md Ashiqur Rahman, Zachary E. Ross, Kamyar Azizzadenesheli
2021 J jnl
Deep Learning-based Damage Mapping with InSAR Coherence Time Series.
CoRR
Oliver L. Stephenson, Tobias Köhne, Eric Zhan, Brent E. Cahill, Sang-Ho Yun, Zachary E. Ross, Mark Simons
2021 A* conf
DeepGEM: Generalized Expectation-Maximization for Blind Inversion.
NeurIPS
Angela F. Gao, Jorge C. Castellanos, Yisong Yue, Zachary E. Ross, Katherine L. Bouman
2021 J jnl
EikoNet: Solving the Eikonal Equation With Deep Neural Networks.
IEEE Trans. Geosci. Remote. Sens.
Jonathan D. Smith, Kamyar Azizzadenesheli, Zachary E. Ross
2021 J jnl
HypoSVI: Hypocenter inversion with Stein variational inference and Physics Informed Neural Networks.
CoRR
Jonathan D. Smith, Zachary E. Ross, Kamyar Azizzadenesheli, Jack B. Muir
2021 J jnl
Seismic wave propagation and inversion with Neural Operators.
CoRR
Yan Yang, Angela F. Gao, Jorge C. Castellanos, Zachary E. Ross, Kamyar Azizzadenesheli, Robert W. Clayton
2020 J jnl
Data-driven Accelerogram Synthesis using Deep Generative Models.
CoRR
Manuel A. Florez, Michaelangelo Caporale, Pakpoom Buabthong, Zachary E. Ross, Domniki Asimaki, Men-Andrin Meier
2020 J jnl
EikoNet: Solving the Eikonal equation with Deep Neural Networks.
CoRR
Jonathan D. Smith, Kamyar Azizzadenesheli, Zachary E. Ross
2020 J jnl
Extracting Dispersion Curves From Ambient Noise Correlations Using Deep Learning.
IEEE Trans. Geosci. Remote. Sens.
Xiaotian Zhang, Zhe Jia, Zachary E. Ross, Robert W. Clayton
2020 J jnl
Extracting dispersion curves from ambient noise correlations using deep learning.
CoRR
Xiaotian Zhang, Zhe Jia, Zachary E. Ross, Robert W. Clayton
2019 J jnl
Directivity Modes of Earthquake Populations with Unsupervised Learning.
CoRR
Zachary E. Ross, Daniel T. Trugman, Kamyar Azizzadenesheli, Anima Anandkumar
2018 J jnl
PhaseLink: A Deep Learning Approach to Seismic Phase Association.
CoRR
Zachary E. Ross, Yisong Yue, Men-Andrin Meier, Egill Hauksson, Thomas H. Heaton