Extended source imaging, a unifying framework for seismic & medical imaging. - Ziyi Yin 002; Rafael Orozco; Philipp A. Witte; Mathias Louboutin; Gabrio Rizzuti; Felix J. Herrmann (CoRR, 2020)

Compressive time-lapse seismic monitoring of carbon storage and sequestration with the joint recovery model. - Ziyi Yin 002; Mathias Louboutin; Felix J. Herrmann (CoRR, 2021)

Learned coupled inversion for carbon sequestration monitoring and forecasting with Fourier neural operators. - Ziyi Yin 002; Ali Siahkoohi; Mathias Louboutin; Felix J. Herrmann (CoRR, 2022)

Accelerating innovation with software abstractions for scalable computational geophysics. - Mathias Louboutin; Philipp A. Witte; Ali Siahkoohi; Gabrio Rizzuti; Ziyi Yin 002; Rafael Orozco; Felix J. Herrmann (CoRR, 2022)

Towards Large-Scale Learned Solvers for Parametric PDEs with Model-Parallel Fourier Neural Operators. - Thomas J. Grady II; Rishi Khan; Mathias Louboutin; Ziyi Yin 002; Philipp A. Witte; Ranveer Chandra; Russell J. Hewett; Felix J. Herrmann (CoRR, 2022)

De-risking geological carbon storage from high resolution time-lapse seismic to explainable leakage detection. - Ziyi Yin 002; Huseyin Tuna Erdinc; Abhinav Prakash Gahlot; Mathias Louboutin; Felix J. Herrmann (CoRR, 2022)

De-risking Carbon Capture and Sequestration with Explainable CO2 Leakage Detection in Time-lapse Seismic Monitoring Images. - Huseyin Tuna Erdinc; Abhinav Prakash Gahlot; Ziyi Yin 002; Mathias Louboutin; Felix J. Herrmann (CoRR, 2022)

Learned multiphysics inversion with differentiable programming and machine learning. - Mathias Louboutin; Ziyi Yin 002; Rafael Orozco; Thomas J. Grady II; Ali Siahkoohi; Gabrio Rizzuti; Philipp A. Witte; Olav Møyner; Gerard J. Gorman; Felix J. Herrmann (CoRR, 2023)

Inference of CO2 flow patterns - a feasibility study. - Abhinav Prakash Gahlot; Huseyin Tuna Erdinc; Rafael Orozco; Ziyi Yin 002; Felix J. Herrmann (CoRR, 2023)

Model-parallel Fourier neural operators as learned surrogates for large-scale parametric PDEs. - Thomas J. Grady II; Rishi Khan; Mathias Louboutin; Ziyi Yin 002; Philipp A. Witte; Ranveer Chandra; Russell J. Hewett; Felix J. Herrmann (Comput. Geosci., 2023)

Solving multiphysics-based inverse problems with learned surrogates and constraints. - Ziyi Yin 002; Rafael Orozco; Mathias Louboutin; Felix J. Herrmann (Adv. Model. Simul. Eng. Sci., 2023)

WISE: full-Waveform variational Inference via Subsurface Extensions. - Ziyi Yin 002; Rafael Orozco; Mathias Louboutin; Felix J. Herrmann (CoRR, 2024)

Time-lapse full-waveform permeability inversion: a feasibility study. - Ziyi Yin 002; Mathias Louboutin; Olav Møyner; Felix J. Herrmann (CoRR, 2024)

WISER: multimodal variational inference for full-waveform inversion without dimensionality reduction. - Ziyi Yin 002; Rafael Orozco; Felix J. Herrmann (CoRR, 2024)

Superstep wavefield propagation. - Tamas Nemeth; Kurt Nihei; Alex Loddoch; Anusha Sekar; Ken Bube; John Washbourne; Luke Decker; Sam Kaplan; Chunling Wu; Andrey Shabelansky; Milad Bader; Ovidiu Cristea; et al. (CoRR, 2024)

An uncertainty-aware Digital Shadow for underground multimodal CO2 storage monitoring. - Abhinav Prakash Gahlot; Rafael Orozco; Ziyi Yin 002; Felix J. Herrmann (CoRR, 2024)