Preprint

LLM-Guided Contextual Action Evaluation for Operational Decisions in Industrial Processes featured image

LLM-Guided Contextual Action Evaluation for Operational Decisions in Industrial Processes

Document-derived action relations and recent process history support contextual action evaluation for industrial operational decisions.

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Youcheng Zong
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Widest-Path Reachability Fields for Connectivity-Preserving Slender Structure Segmentation featured image

Widest-Path Reachability Fields for Connectivity-Preserving Slender Structure Segmentation

A differentiable Max-Min reachability objective that redirects training gradients toward connectivity bottlenecks in slender-structure segmentation.

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Youcheng Zong
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LLM-Guided Measurement Credibility Correction for Trustworthy Industrial Process Inference featured image

LLM-Guided Measurement Credibility Correction for Trustworthy Industrial Process Inference

A pre-inference correction framework that uses measurement semantics to build independent references for locally inconsistent industrial signals.

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Youcheng Zong
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