Shirong Guo

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...

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