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Sensors· 2026Q1

Dual-Level XAI-Guided Digital Twin Framework for Prescriptive Decision Making in Sensor-Driven Manufacturing

Joonyong Park

Short summary

A novel digital twin framework integrates Knowledge-Informed Machine Learning (KIML) and dual-level Explainable AI (XAI) to optimize micro-injection molding for Zero-Defect Manufacturing (ZDM), achieving 16.8% error reduction over baseline models.

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Field: Industrial and Manufacturing Engineering

Industrial and Manufacturing EngineeringEngineering