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Author

Kun Liu

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Oct 2026

Sparse vibration sensing for full-field response reconstruction of large-scale satellite structures using optimal sensor placement

Accurate reconstruction of vibration responses at critical locations, such as camera mounting points, is essential for the structural health monitoring (SHM) and performance assurance of remote sensing satellites. However, direct measurements are often infeasible due to spatial constraints, making it necessary to recov...

Kun Liu, Ze-Ming Li, Chong-Chong Guo et al. · 0 citations
#artificial intelligence Apr 2026

OOM-RL: Out-of-Money Reinforcement Learning Market-Driven Alignment for LLM-Based Multi-Agent Systems

The primary contribution of this work is the use of externally imposed economic consequences as an epistemic constraint on agentic development, laying the groundwork for generalized paradigms where real-world resource depletion acts as an objective physical constraint.

Kun Liu, Li-Qun Chen · 1 citation
Open access Jul 2026

A Hierarchical Multi-Source Condition Monitoring and Fault Diagnosis Framework for LNG Submersible Centrifugal Pumps in Marine Energy Transportation Systems

Liquefied natural gas (LNG) submersible centrifugal pumps are critical components in marine energy transportation systems, and fault-induced degradation may threaten operational safety, transfer reliability, and maintenance efficiency. However, condition monitoring and fault diagnosis often rely on heterogeneous multi-...

Zeming Li, Kun Liu, Chongchong Guo et al. · 0 citations

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