Yuhang Qiu

A graph-based direct association strategy with fuzzy interpretability for linking individual coal properties in coal blending schemes to coke quality

Existing coke quality prediction methods mainly rely on a two-stage prediction strategy, where blended coal properties are first estimated from individual coal properties and then used for coke quality prediction. This process inevitably introduces information loss and accumulated prediction errors, which limit the pre...

FuzzyCS-Proto: fuzzy client selection with class-wise prototype learning for federated ship underwater structural surface condition classification

Underwater structural inspection is essential for ship maintenance and marine infrastructure management, but practical inspection data are often distributed across different vessels, ports, inspection platforms and sensing devices. Direct centralized training may be limited by data ownership, communication cost, and op...

An interpretable large language model framework with the cokemaking-oriented prompt and fuzzy-enhanced explanation for coke quality prediction