3 papers
cond-mat.mtrl-sci2026
An LLM agent for end-to-end computational materials discovery
Chen Yuntong, Huang Ju, Liu Yu +8
Coordinating multi-scale tasks is an effective strategy for computational materials discovery, yet the diverse algorithms and tools involved make this process highly challenging. H…
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
A Multi-level Information Integration Framework for Physically Verifiable Fault Diagnosis of Rotating Machinery
Yuntong Chen, Jianyu Liu, Yingqi Li +6
Integrating multi-level information, from physical models through data-driven diagnostics to natural language reasoning, into verifiable decision chains is a growing need in intell…