Summarized Applications of Machine Learning in Subsurface Geosciences
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Publisher
Springer International Publishing
Link
https://link.springer.com/content/pdf/10.1007/978-3-030-71768-1_5
Reference83 articles.
1. Abegg, FE, Loope DB, Harris PM (2001) Carbonate eolianites: depositional models and diagenesis. In: Abegg FE, Harris PM, Loope DB (eds) Modern and ancient carbonate eolianites: sedimentology, sequence stratigraphy, and diagenesis. SEPM Special Publication 71, pp 17–30. https://doi.org/10.2110/pec.01.71.0017
2. Al-Anazi AF, Gates ID (2010) Support vector regression for porosity prediction in a heterogeneous reservoir: a comparative study. Comput Geosci 36(12):1494–1503. https://doi.org/10.1016/j.cageo.2010.03.022
3. Al-Anazi AF, Gates ID (2012) Support vector regression to predict porosity and permeability: effect of sample size. Comput Geosci 39:64–76. https://doi.org/10.1016/j.cageo.2011.06.011
4. Alaudah Y, Michalowicz P, Alfarraj M, AlRegib G (2019) A machine learning benchmark for facies classification. Interpretation 7(3):SE175–SE187. https://doi.org/10.1190/INT-2018-0249.1
5. Alfarraj M, AlRegib G (2018) Petrophysical-property estimation from seismic data using recurrent neural networks. SEG Technical Program Expanded Abstracts, 2141–2146. https://doi.org/10.1190/segam2018-2995752.1
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