KFU. Card publication. Integrating ?CT imaging of core plugs and transfer learning for automated reservoir rock characterization and tomofacies identification

- RUS
- 中文
- ES

INTEGRATING ?CT IMAGING OF CORE PLUGS AND TRANSFER LEARNING FOR AUTOMATED RESERVOIR ROCK CHARACTERIZATION AND TOMOFACIES IDENTIFICATION

Form of presentation

Articles in international journals and collections

Year of publication

2024

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Authors, employees of KFU

Kadyrov Rail Ilgizarovich, author

Nguen Tkhan Khyng , author

Stacenko Evgeniy Olegovich, author

Bibliographic description in the original language

Kadyrov R, Statsenko E, Nguyen T.H., Integrating ?CT imaging of core plugs and transfer learning for automated reservoir rock characterization and tomofacies identification//Marine and Petroleum Geology. - 2024. - Vol.168, Is.. - Art. �107014.

Keywords

?CT, image analysis, machine learning, transfer learning, ResNet50, reservoir characterization, rock typing, texture, fracture, sulfidization, lithological description, tomofacies

The name of the journal

Marine and Petroleum Geology

URL

https://www.scopus.com/inward/record.uri?eid=2-s2.0-85199429270&doi=10.1016%2fj.marpetgeo.2024.107014&partnerID=40&md5=2c95ec787f14b0afdd6c49e5f74b6c6f

Please use this ID to quote from or refer to the card

https://repository.kpfu.ru/eng/?p_id=303798&p_lang=2

Full metadata record

Field DC	Value	Language
dc.contributor.author	Kadyrov Rail Ilgizarovich	ru_RU
dc.contributor.author	Nguen Tkhan Khyng	ru_RU
dc.contributor.author	Stacenko Evgeniy Olegovich	ru_RU
dc.date.accessioned	2024-01-01T00:00:00Z	ru_RU
dc.date.available	2024-01-01T00:00:00Z	ru_RU
dc.date.issued	2024	ru_RU
dc.identifier.citation	Kadyrov R, Statsenko E, Nguyen T.H., Integrating ?CT imaging of core plugs and transfer learning for automated reservoir rock characterization and tomofacies identification//Marine and Petroleum Geology. - 2024. - Vol.168, Is.. - Art. �107014.	ru_RU
dc.identifier.uri	https://repository.kpfu.ru/eng/?p_id=303798&p_lang=2	ru_RU
dc.description.abstract	Marine and Petroleum Geology	ru_RU
dc.language.iso	ru	ru_RU
dc.subject	?CT	ru_RU
dc.subject	image analysis	ru_RU
dc.subject	machine learning	ru_RU
dc.subject	transfer learning	ru_RU
dc.subject	ResNet50	ru_RU
dc.subject	reservoir characterization	ru_RU
dc.subject	rock typing	ru_RU
dc.subject	texture	ru_RU
dc.subject	fracture	ru_RU
dc.subject	sulfidization	ru_RU
dc.subject	lithological description	ru_RU
dc.subject	tomofacies	ru_RU
dc.title	Integrating ?CT imaging of core plugs and transfer learning for automated reservoir rock characterization and tomofacies identification	ru_RU
dc.type	Articles in international journals and collections	ru_RU