Shirong Guo

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

Although many data-driven coke quality prediction models have been proposed, existing approaches primarily rely on structured data and fail to effectively utilize the large amount of accumulated domain knowledge, such as published technical reports and scientific literature in th...

Electronic origin of catalytic methane pyrolysis on NiMoM-Bi alloys: a bader charge descriptor

Methane pyrolysis can produce hydrogen without direct CO 2 emissions, but catalyst deactivation by solid carbon remains a central barrier. Molten alloys provide dynamically renewed catalytic interfaces, but promoter effects on methane activation remain poorly resolved. Here we ex...