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Ananya Tripathi

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#small language model Open access Sep 2026

Classifier-Grounded Small Language Models for Predictive Maintenance

Machine Health Copilot is a predictive-maintenance system designed to make machine-learning diagnostics more useful and trustworthy for equipment operators. The system separates prediction from explanation: a numerical model determines the machine's condition, while the language layer is grounded in that structured ass...

Ananya Tripathi, Haricharan S. Mylaraiah · 0 citations

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