3 papers
cs.AI2026
Traceable Knowledge Graph Reasoning Enables LLM-Assisted Decision Support for Industrial VOCs in the Steel Industry
Changqing Su, Yu Ding, Zuhong Lin +4
Key knowledge for steel-industry volatile organic compounds (VOCs) governance is scattered across unstructured scientific literature, making it difficult to integrate process, poll…
cs.AI2026
Reshaping MOFs text mining with a dynamic multi-agents framework of large language model
Zuhong Lin, Daoyuan Ren, Kai Ran +10
Accurately identifying the synthesis conditions of metal-organic frameworks (MOFs) is essential for guiding experimental design, yet remains challenging because relevant informatio…
cs.LG2025
Learning to fuse: dynamic integration of multi-source data for accurate battery lifespan prediction
He Shanxuan, Lin Zuhong, Yu Bolun +3
Accurate prediction of lithium-ion battery lifespan is vital for ensuring operational reliability and reducing maintenance costs in applications like electric vehicles and smart gr…