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Ziyi Yin
Ziyi Yin
Occidental Petroleum Corporation
Adresă de e-mail confirmată pe oxy.com - Pagina de pornire
Titlu
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Model-parallel Fourier neural operators as learned surrogates for large-scale parametric PDEs
TJ Grady, R Khan, M Louboutin, Z Yin, PA Witte, R Chandra, RJ Hewett, ...
Computers & Geosciences 178, 105402, 2023
47*2023
Learned coupled inversion for carbon sequestration monitoring and forecasting with Fourier neural operators
Z Yin, A Siahkoohi, M Louboutin, FJ Herrmann
Second International Meeting for Applied Geoscience & Energy, 467-472, 2022
17*2022
WISE: Full-waveform variational inference via subsurface extensions
Z Yin*, R Orozco*, M Louboutin, FJ Herrmann
Geophysics 89 (4), A23-A28, 2024
112024
Learned multiphysics inversion with differentiable programming and machine learning
M Louboutin*, Z Yin*, R Orozco, TJ Grady, A Siahkoohi, G Rizzuti, ...
The Leading Edge 42 (7), 474-486, 2023
112023
Solving multiphysics-based inverse problems with learned surrogates and constraints
Z Yin, R Orozco, M Louboutin, FJ Herrmann
Advanced Modeling and Simulation in Engineering Sciences 10 (1), 1-27, 2023
92023
Slimgroup/JUDI. jl: V3. 2.3 (version v3. 2.3). Zenodo
M Louboutin, P Witte, Z Yin, H Modzelewski, CC Kerim, P Nogueira
8*2023
Derisking geologic carbon storage from high-resolution time-lapse seismic to explainable leakage detection
Z Yin, HT Erdinc, AP Gahlot, M Louboutin, FJ Herrmann
The Leading Edge 42 (1), 69-76, 2023
82023
Compressive time-lapse seismic monitoring of carbon storage and sequestration with the joint recovery model
Z Yin, M Louboutin, FJ Herrmann
SEG International Exposition and Annual Meeting, D011S145R001, 2021
82021
De-risking Carbon Capture and Sequestration with Explainable CO2 Leakage Detection in Time-lapse Seismic Monitoring Images
HT Erdinc*, AP Gahlot*, Z Yin, M Louboutin, FJ Herrmann
AAAI 2022 Fall Symposium - The Role of AI in Responding to Climate Challenges, 2022
72022
A simulation-free seismic survey design by maximizing the spectral gap
Y Zhang, M Louboutin, A Siahkoohi, Z Yin, R Kumar, FJ Herrmann
Second International Meeting for Applied Geoscience & Energy, 15-20, 2022
72022
Inference of CO2 flow patterns--a feasibility study
AP Gahlot, HT Erdinc, R Orozco, Z Yin, FJ Herrmann
NeurIPS 2023 Workshop - Tackling Climate Change with Machine Learning, 2023
62023
Accelerating innovation with software abstractions for scalable computational geophysics
M Louboutin, P Witte, A Siahkoohi, G Rizzuti, Z Yin, R Orozco, ...
Second International Meeting for Applied Geoscience & Energy, 1482-1486, 2022
62022
Seismic Velocity Inversion and Uncertainty Quantification Using Conditional Normalizing Flows
Y Ren, PA Witte, A Siahkoohi, M Louboutin, Z Yin, FJ Herrmann
AGU Fall Meeting 2021, 2021
62021
Sintefmath/JutulDarcy. jl: V0. 2.3 (version v0. 2.3). Zenodo
O Møyner, G Bruer, Z Yin
5*2023
WISER: multimodal variational inference for full-waveform inversion without dimensionality reduction
Z Yin, R Orozco, FJ Herrmann
Geophysics 90 (2), 1-40, 2024
42024
Optimized time-lapse acquisition design via spectral gap ratio minimization
Y Zhang, Z Yin, O López, A Siahkoohi, M Louboutin, R Kumar, ...
Geophysics 88 (4), A19-A23, 2023
42023
Slimgroup/JutulDarcyRules. jl: V0. 2.6: Zenodo
Z Yin, G Bruer, M Louboutin
4*2023
Extended source imaging—A unifying framework for seismic and medical imaging
Z Yin, R Orozco, P Witte, M Louboutin, G Rizzuti, FJ Herrmann
SEG Technical Program Expanded Abstracts 2020, 3502-3506, 2020
4*2020
slimgroup/JUDI4Cloud. jl: First public release
M Louboutin, Z Yin, FJ Herrmann
Zenodo, 2022
32022
Time-lapse full-waveform permeability inversion: A feasibility study
Z Yin, M Louboutin, O Møyner, FJ Herrmann
The Leading Edge 43 (8), 544-553, 2024
22024
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