Hyperparameter Tuning of Artificial Neural Networks for Well Production Estimation Considering the Uncertainty in Initialized Parameters

[Image: see text] A well production rate is an essential parameter in oil and gas field development. Traditional models have limitations for the well production rate estimation, e.g., numerical simulations are computation-expensive, and empirical models are based on oversimplified assumptions. An ar...

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Detalles Bibliográficos
Autores principales: Jin, Miao, Liao, Qinzhuo, Patil, Shirish, Abdulraheem, Abdulazeez, Al-Shehri, Dhafer, Glatz, Guenther
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Chemical Society 2022
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9301647/
https://www.ncbi.nlm.nih.gov/pubmed/35874233
http://dx.doi.org/10.1021/acsomega.2c00498

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9301647/
https://www.ncbi.nlm.nih.gov/pubmed/35874233
http://dx.doi.org/10.1021/acsomega.2c00498

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