2 papers
cs.AI2026
Integrating Factual and Normative Industrial Knowledge via Constraint-Aware Graph Attention for Process Plan Recommendation
Yuntong Chen, Yingqi Li, Yingying Xiao +5
Integrating heterogeneous industrial knowledge, including factual relations and decision constraints, remains a core challenge in industrial information systems. Machining process…
cs.LG2026
Physically Verifiable Evidence and LLM-Based Reporting for Bearing Fault Diagnosis
Yuntong Chen, Jianyu Liu, Guobin Zhao +5
Trustworthy deployment of AI-based diagnosis in safety-critical mechanical systems hinges on validation: whether a prediction can be checked against physical reality before it is a…