Integrating optimization and machine learning for estimating water resistivity and saturation in shaley sand reservoirs.
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| Title: | Integrating optimization and machine learning for estimating water resistivity and saturation in shaley sand reservoirs. |
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| Authors: | Hameedy MAE; Department of Geophysics, Faculty of Science, Cairo university, Giza, 12613, Egypt. mashraf@sci.cu.edu.eg., Mabrouk WM; Department of Geophysics, Faculty of Science, Cairo university, Giza, 12613, Egypt., Metwally AM; Department of Geophysics, Faculty of Science, Cairo university, Giza, 12613, Egypt. |
| Source: | Scientific reports [Sci Rep] 2026 Feb 11; Vol. 16 (1), pp. 6342. Date of Electronic Publication: 2026 Feb 11. |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: MEDLINE; PubMed not MEDLINE |
| Database: | MEDLINE Ultimate |
| ISSN: | 2045-2322 |
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| DOI: | 10.1038/s41598-026-36133-w |
