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Toward basin-agnostic well log imputation and anomaly detection via a pre-trained time-series foundation model

Ardiansyah Koeshidayatullah Abdulrahman Al-Fakih SanLinn Ismael Kaka

能源地球科学(英文)2026,Vol.7Issue(2):110-120,11.
能源地球科学(英文)2026,Vol.7Issue(2):110-120,11.DOI:10.1016/j.engeos.2026.100536

Toward basin-agnostic well log imputation and anomaly detection via a pre-trained time-series foundation model

Toward basin-agnostic well log imputation and anomaly detection via a pre-trained time-series foundation model

Ardiansyah Koeshidayatullah 1Abdulrahman Al-Fakih 1SanLinn Ismael Kaka1

作者信息

  • 1. Department of Geosciences,College of Petroleum Engineering and Geosciences,King Fahd University of Petroleum and Minerals,Dhahran,Saudi Arabia||Center for Integrative Petroleum Research,College of Petroleum Engineering and Geosciences,King Fahd University of Petroleum and Minerals,Dhahran,Saudi Arabia
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摘要

关键词

Well log/Time-series/Foundation model/Geosciences/Reservoir

Key words

Well log/Time-series/Foundation model/Geosciences/Reservoir

引用本文复制引用

Ardiansyah Koeshidayatullah,Abdulrahman Al-Fakih,SanLinn Ismael Kaka..Toward basin-agnostic well log imputation and anomaly detection via a pre-trained time-series foundation model[J].能源地球科学(英文),2026,7(2):110-120,11.

能源地球科学(英文)

2666-7592

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