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Ph.D. Student
herdinc3@gatech.edu
Huseyin Tuna Erdinc
,
Rafael Orozco
, and
Felix J. Herrmann
,
“
Generative Geostatistical Modeling from Incomplete Well and Imaged Seismic Observations
”
, in
International Meeting for Applied Geoscience and Energy
, 2024.
BibTeX
Abhinav Prakash Gahlot
,
Rafael Orozco
,
Haoyun Li
,
Huseyin Tuna Erdinc
,
Ziyi Yin
,
Mathias Louboutin
, and
Felix J. Herrmann
,
“
Digital Twins in the era of generative AI - Application to Geological CO2 Storage
”
,
ICL Seminar
. 2024.
BibTeX
Abhinav Prakash Gahlot
,
Rafael Orozco
,
Haoyun Li
,
Huseyin Tuna Erdinc
,
Ziyi Yin
,
Mathias Louboutin
, and
Felix J. Herrmann
,
“
Digital Twins in the Era of Generative AI: Application to Geological CO2 Storage
”
,
HCMF Seminar
. 2024.
BibTeX
Huseyin Tuna Erdinc
,
Abhinav Prakash Gahlot
,
Mathias Louboutin
, and
Felix J. Herrmann
,
“
Improved automatic seismic CO2 leakage detection via dataset augmentation
”
,
ML4SEISMIC Partners Meeting
. 2023.
BibTeX
Abhinav Prakash Gahlot
,
Huseyin Tuna Erdinc
,
Rafael Orozco
,
Ziyi Yin
, and
Felix J. Herrmann
,
“
Inference of CO2 flow patterns – a feasibility study
”
, in
Neural Information Processing Systems (NeurIPS)
, 2023.
DOI
BibTeX
Huseyin Tuna Erdinc
,
Abhinav Prakash Gahlot
,
Mathias Louboutin
, and
Felix J. Herrmann
,
“
Enhancing CO2 Leakage Detectability via Dataset Augmentation
”
, in
International Meeting for Applied Geoscience and Energy
, 2023.
BibTeX
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
Ziyi Yin
,
Huseyin Tuna Erdinc
,
Abhinav Prakash Gahlot
,
Mathias Louboutin
, and
Felix J. Herrmann
,
“
Derisking geologic carbon storage from high-resolution time-lapse seismic to explainable leakage detection
”
,
The Leading Edge
, vol. 42, pp. 69-76, 2023.
DOI
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
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
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