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M.Sc. Student
herdinc3@gatech.edu
Felix J. Herrmann
,
Huseyin Tuna Erdinc
,
Abhinav Prakash Gahlot
,
Ziyi Yin
, and
Mathias Louboutin
,
“
Derisking geological storage with simulation-based seismic monitoring design and machine learning
”
, in
Carbon, Capture, Utilization, and Storage
, 2023.
BibTeX
Huseyin Tuna Erdinc
,
Abhinav Prakash Gahlot
,
Mathias Louboutin
, and
Felix J. Herrmann
,
“
Enhancing CO2 Leakage Detectability via Dataset Augmentation
”
, 2023.
BibTeX
Ziyi Yin
,
Huseyin Tuna Erdinc
,
Abhinav Prakash Gahlot
,
Mathias Louboutin
, and
Felix J. Herrmann
,
“
Derisking geological carbon storage from high-resolution time-lapse seismic to explainable leakage detection
”
,
The Leading Edge
, vol. 42, pp. 69–76, 2023.
DOI
BibTeX
Ziyi Yin
,
Huseyin Tuna Erdinc
,
Abhinav Prakash Gahlot
,
Mathias Louboutin
, and
Felix J. Herrmann
,
“
Simulation-based framework for geological carbon storage monitoring
”
,
ML4SEISMIC Partners Meeting
. 2022.
BibTeX
Huseyin Tuna Erdinc
,
Abhinav Prakash Gahlot
,
Ziyi Yin
,
Mathias Louboutin
, and
Felix J. Herrmann
,
“
De-risking Carbon Capture and Sequestration with Explainable CO$_2$ Leakage Detection in Time-lapse Seismic Monitoring Images
”
, in
AAAI 2022 Fall Symposium: The Role of AI in Responding to Climate Challenges
, 2022.
BibTeX
Huseyin Tuna Erdinc
,
Abhinav Prakash Gahlot
,
Ziyi Yin
,
Mathias Louboutin
, and
Felix J. Herrmann
,
“
De-risking GCS projects with explainable CO$_2$ leakage detection in time-lapse seismic images
”
,
ML4SEISMIC Partners Meeting
. 2022.
BibTeX
Ali Siahkoohi
,
Thomas J. Grady II
,
Abhinav Prakash Gahlot
,
Huseyin Tuna Erdinc
, and
Felix J. Herrmann
,
“
Capturing velocity-model uncertainty and two-phase flow with Fourier Neural Operators
”
, in
EAGE Annual Conference Proceedings
, 2022, p. AI in Geoscience and Geophysics: Current Trends and Future Prospects (Dedicated Session).
BibTeX