From Incident Reports to Standardized Case Cards: A Lightweight Ontology and Knowledge Graph for Green Hydrogen Production Hazard Analysis
Valerio Cozzani, B. Fabiano, G. Reniers et al.
· 0 citations
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Preprint
Aug 2026
MedCalc-R1: Knowledge-Guided Reward Framework for Medical Mathematical Reasoning
Experimental results demonstrate that the proposed knowledge-guided hybrid reward framework significantly outperforms existing baselines in both reasoning accuracy and generalization capability, validating the effectiveness and applicability in safety-critical domains.
Hao-Tian Wang, Lian Yan, Xingzhi Yao et al.
· 2 citations