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Teeratorn Kadeethum

Sandia National Laboratories, Albuquerque

SCHOLARLY PAPERS

5

DOWNLOADS

452

TOTAL CITATIONS

5

Scholarly Papers (5)

1.

Deep Learning-Based Data Assimilation in the Latent Space for Real-Time Forecasting of Geologic Carbon Storage

Proceedings of the 16th Greenhouse Gas Control Technologies Conference (GHGT-16) 23-24 Oct 2022
Number of pages: 10 Posted: 07 Dec 2022 Last Revised: 09 Dec 2022
Hongkyu Yoon, Jonghyun Lee and Teeratorn Kadeethum
Sandia National Laboratories, University of Hawaii at Manoa and Sandia National Laboratories, Albuquerque
Downloads 199 (382,358)

Abstract:

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Deep learning, Geologic carbon storage, Data assimilation, Convolutional Neural network, Variational AutoEncoder, Latent space

2.

Predicting the CO2 propagation in geological formations from sparsely available well data

Proceedings of the 16th Greenhouse Gas Control Technologies Conference (GHGT-16) 23-24 Oct 2022
Number of pages: 9 Posted: 28 Nov 2022 Last Revised: 05 Jan 2023
DTU Offshore, DTU Offshore, DTU Offshore, Sandia National Laboratories, Albuquerque and DTU Offshore
Downloads 120 (596,393)

Abstract:

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Monitoring tool, multimodal machine learning, GANs, reduced order modeling

3.

Inferring Fracture Dilation and Shear Slip from Surface Tilt Measurements Utilising Machine-Learned Surrogate Models

Number of pages: 31 Posted: 10 Dec 2024
affiliation not provided to SSRN, affiliation not provided to SSRN, CSIRO and Sandia National Laboratories, Albuquerque
Downloads 53 (1,031,043)

Abstract:

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Fault slip, Dilation and shear, Machine-learned surrogate model, Generative adversarial networks, Tiltmeters, Inversion

4.

Tracking Co2 Plume Propagation in a Depleted Gas Field Using Sparse Well Data and Seabed Displacement

Proceedings of the 17th Greenhouse Gas Control Technologies Conference (GHGT-17) 20-24 October 2024
Number of pages: 10 Posted: 17 Dec 2024
DTU Offshore, DTU Offshore, Sandia National Laboratories, Albuquerque, Technical University of Denmark, DTU Offshore, DTU Offshore, DTU Offshore, DTU Offshore and DTU Offshore
Downloads 48 (1,097,529)
Citation 1

Abstract:

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Monitoring tool, multimodal machine learning, carbon storage, time-lapse seismic, time-lapse gravity

5.

An Improved Neural Operator Framework for Large-Scale Co2 Storage Operations

Number of pages: 39 Posted: 22 Mar 2024
Teeratorn Kadeethum, Stephen J. Verzi and Hongkyu Yoon
Sandia National Laboratories, Albuquerque, Sandia National Laboratories and Sandia National Laboratories
Downloads 32 (1,304,549)
Citation 4

Abstract:

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neural operator, data-driven, reduced order modeling, carbon storage, big data, climate change