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Toward a Robust, Universal Predictor of Gas Hydrate Equilibria by Means of a Deep Learning Regression

[Image: see text] Due to offshore reservoirs being developed in ever deeper and colder waters, gas hydrates are increasingly becoming a significant factor when considering the profitability of a reservoir due to flow disruptions, equipment, and safety hazards arising from the hydrate plug formation....

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Detalles Bibliográficos
Autores principales: Landgrebe, Michael K. B., Nkazi, Diakanua
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Chemical Society 2019
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6941195/
https://www.ncbi.nlm.nih.gov/pubmed/31909322
http://dx.doi.org/10.1021/acsomega.9b02961