Zobrazeno 1 - 5 of 5 pro vyhledávání: '"Hwasoo Suk"'
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Akademický článek
Saturation Modeling of Gas Hydrate Using Machine Learning with X-Ray CT Images
Autor: Sungil Kim, Kyungbook Lee, Minhui Lee, Taewoong Ahn, Jaehyoung Lee, Hwasoo Suk, Fulong Ning
Publikováno v: Energies, Vol 13, Iss 19, p 5032 (2020)
This study conducts saturation modeling in a gas hydrate (GH) sand sample with X-ray CT images using the following machine learning algorithms: random forest (RF), convolutional neural network (CNN), and support vector machine (SVM). The RF yields th
Externí odkaz: https://doaj.org/article/82faf284a81c42168bb704f20aee211e
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3
Saturation Modeling of Gas Hydrate Using Machine Learning with X-Ray CT Images
Autor: Kyungbook Lee, Jaehyoung Lee, Hwasoo Suk, Sungil Kim, Taewoong Ahn, Fulong Ning, Minhui Lee
Publikováno v: Energies, Vol 13, Iss 5032, p 5032 (2020)
Energies; Volume 13; Issue 19; Pages: 5032
This study conducts saturation modeling in a gas hydrate (GH) sand sample with X-ray CT images using the following machine learning algorithms: random forest (RF), convolutional neural network (CNN), and support vector machine (SVM). The RF yields th
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::77676a9898884fa8f081cda41176bd16
https://doi.org/10.3390/en13195032
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5
Prediction of Facies Distribution in a Clastic Reservoir Using a Hidden Markov Model Combined With an Expectation-Maximization Algorithm
Autor: Cheolkyun Jeong, Joe M. Kang, Baehyun Min, Hwasoo Suk
Publikováno v: Volume 8: Polar and Arctic Sciences and Technology; Petroleum Technology.
This study determines facies distribution in a clastic reservoir using a hidden Markov model combined with an Expectation-Maximization algorithm. Iterating expectation and maximization steps of the algorithm builds the hidden Markov model by tuning t
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::b75c0fd02245a7755e5a7949841c9c39
https://doi.org/10.1115/omae2016-54773
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