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cs.DB2026
Epistemic Closure: Autonomous Mechanism Completion for Physically Consistent Simulation
Yue Wua, Tianhao Su, Rui Hu +4
The integration of Large Language Models (LLMs) into scientific discovery is currently hindered by the Implicit Context problem, where governing equations extracted from literature…
cs.DB2026
Skill-Based Autonomous Agents for Material Creep Database Construction
Yue Wu, Tianhao Su, Shunbo Hu +1
The advancement of data-driven materials science is currently constrained by a fundamental bottleneck: the vast majority of historical experimental data remains locked within the u…