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This is a Monte Carlo Simulation study (also classified as: Observational).

Monte Carlo-Based Risk Analysis of Deep-Sea Mining Risers Under Vessel–Riser Coupling Effects

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Results indicate wave height significantly affects the riser's dynamic response, influencing overall safety.
Sensitivity indices reveal that wave period and direction are critical factors in riser performance under environmental loads.
Analysis employs a coupled dynamic modeling framework to integrate vessel motions and environmental uncertainties.
Proposed methodology aids in identifying monitoring targets and ensuring safe operations in deep-sea environments.

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Monte Carlo simulation evaluates structural reliability in deep-sea mining risers, highlighting wave height impacts.

Wang et al. (2025) studied this question.

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