Learning-based pattern-data-driven forecast approach for predicting future well responses

Abstract Forecasting well responses, such as flow rates and pressures, is crucial for effective reservoir management and investment decision-making in the development of subsurface reservoir resources. Recently, data-driven forecast methods, such as data-space inversion (DSI) and a learning-based da...

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Bibliographic Details
Main Authors: Yeongju Kim, Baehyun Min, Alexander Sun, Bo Ren, Hoonyoung Jeong
Format: Article
Language:English
Published: SpringerOpen 2025-02-01
Series:Journal of Petroleum Exploration and Production Technology
Subjects:
Online Access:https://doi.org/10.1007/s13202-025-01937-5
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