Robust-tuning machine learning algorithms for precise prediction of permeability impairment due to CaCO3 deposition
Abstract Scale buildup, especially calcium carbonate (CaCO₃), is a common problem in Enhanced Oil Recovery (EOR) operations, often caused by injecting incompatible water or by changes in pressure and temperature that trigger chemical reactions. This buildup can clog reservoirs, damage wells, and aff...
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| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
| Published: |
Nature Portfolio
2025-08-01
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| Series: | Scientific Reports |
| Subjects: | |
| Online Access: | https://doi.org/10.1038/s41598-025-11267-5 |
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