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Articles

Physics-informed machine learning and computational analysis of a gas-assisted water jet cleaning system for cylindrical offshore structures

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By Zishuo Lin, Jingwen Deng, Fang Long, Haojun Peng, Costable Lefu
| Nature Verified
Abstract This study presents a combined experimental, computational, and machine learning framework for analyzing a gas-assisted high-pressure water jet cleaning system designed for offshore cylindrical pile-leg maintenance. The system employs an annular air envelope surrounding a high-pressure water jet to reduce momentum losses in submerged conditions.
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