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ORCIDZiyi Yin 0002
Person information
- affiliation: Georgia Institute of Technology, GA, USA
- unicode name: 尹梓屹
Other persons with the same name
- Ziyi Yin
- Ziyi Yin 0001 — Xi'an Jiaotong University, Xi'an, Chin
- Ziyi Yin 0003 — Pennsylvania State University, State College, PA, USA
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2020 – today
- 2024
[i13]Ziyi Yin, Rafael Orozco, Mathias Louboutin, Felix J. Herrmann:
WISE: full-Waveform variational Inference via Subsurface Extensions. CoRR abs/2401.06230 (2024)- [i12]Ziyi Yin, Mathias Louboutin, Olav Møyner, Felix J. Herrmann:
Time-lapse full-waveform permeability inversion: a feasibility study. CoRR abs/2403.04083 (2024) - [i11]Ziyi Yin, Rafael Orozco, Felix J. Herrmann:
WISER: multimodal variational inference for full-waveform inversion without dimensionality reduction. CoRR abs/2405.10327 (2024) - 2023
- [j2]Ziyi Yin
, Rafael Orozco, Mathias Louboutin, Felix J. Herrmann:
Solving multiphysics-based inverse problems with learned surrogates and constraints. Adv. Model. Simul. Eng. Sci. 10(1): 14 (2023) - [j1]Thomas J. Grady II, Rishi Khan, Mathias Louboutin, Ziyi Yin, Philipp A. Witte, Ranveer Chandra, Russell J. Hewett, Felix J. Herrmann:
Model-parallel Fourier neural operators as learned surrogates for large-scale parametric PDEs. Comput. Geosci. 178: 105402 (2023) - [i10]Mathias Louboutin, Ziyi Yin, Rafael Orozco, Thomas J. Grady II, Ali Siahkoohi, Gabrio Rizzuti, Philipp A. Witte, Olav Møyner, Gerard J. Gorman, Felix J. Herrmann:
Learned multiphysics inversion with differentiable programming and machine learning. CoRR abs/2304.05592 (2023) - [i9]Ziyi Yin, Rafael Orozco, Mathias Louboutin, Felix J. Herrmann:
Solving multiphysics-based inverse problems with learned surrogates and constraints. CoRR abs/2307.11099 (2023) - [i8]Abhinav Prakash Gahlot, Huseyin Tuna Erdinc, Rafael Orozco, Ziyi Yin, Felix J. Herrmann:
Inference of CO2 flow patterns - a feasibility study. CoRR abs/2311.00290 (2023) - 2022
- [i7]Ziyi Yin, Ali Siahkoohi, Mathias Louboutin, Felix J. Herrmann:
Learned coupled inversion for carbon sequestration monitoring and forecasting with Fourier neural operators. CoRR abs/2203.14396 (2022) - [i6]Mathias Louboutin, Philipp A. Witte, Ali Siahkoohi, Gabrio Rizzuti, Ziyi Yin, Rafael Orozco, Felix J. Herrmann:
Accelerating innovation with software abstractions for scalable computational geophysics. CoRR abs/2203.15038 (2022) - [i5]Thomas J. Grady II, Rishi Khan, Mathias Louboutin, Ziyi Yin, Philipp A. Witte, Ranveer Chandra, Russell J. Hewett, Felix J. Herrmann:
Towards Large-Scale Learned Solvers for Parametric PDEs with Model-Parallel Fourier Neural Operators. CoRR abs/2204.01205 (2022) - [i4]Ziyi Yin, Huseyin Tuna Erdinc, Abhinav Prakash Gahlot, Mathias Louboutin, Felix J. Herrmann:
De-risking geological carbon storage from high resolution time-lapse seismic to explainable leakage detection. CoRR abs/2211.03527 (2022) - [i3]Huseyin Tuna Erdinc, Abhinav Prakash Gahlot, Ziyi Yin, Mathias Louboutin, Felix J. Herrmann:
De-risking Carbon Capture and Sequestration with Explainable CO2 Leakage Detection in Time-lapse Seismic Monitoring Images. CoRR abs/2212.08596 (2022) - 2021
- [i2]Ziyi Yin, Mathias Louboutin, Felix J. Herrmann:
Compressive time-lapse seismic monitoring of carbon storage and sequestration with the joint recovery model. CoRR abs/2104.07173 (2021) - 2020
- [i1]Ziyi Yin, Rafael Orozco, Philipp A. Witte, Mathias Louboutin, Gabrio Rizzuti, Felix J. Herrmann:
Extended source imaging, a unifying framework for seismic & medical imaging. CoRR abs/2004.07389 (2020)
Coauthor Index
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