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

Interpretation of subsurface storage characterization heavily depends on the quality and continuity of well log data. However, missing measurements and anomalous responses are common due to geological heterogeneity, tool limitations, and borehole conditions. Conventional machine learning and deep le...

Whakaahuatanga katoa

I tiakina i:
Ngā taipitopito rārangi puna kōrero
Ngā kaituhi matua: Ardiansyah Koeshidayatullah, Abdulrahman Al-Fakih, SanLinn Ismael Kaka
Hōputu: Artigo
Reo:Inglês
I whakaputaina: KeAi Communications Co., Ltd. 2026-04-01
Rangatū:Energy Geoscience
Ngā marau:
Urunga tuihono:http://www.sciencedirect.com/science/article/pii/S2666759226000193
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