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V. A

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Conference Aug 2026

A Hybrid Deep Learning Framework for Predictive Maintenance in Lithium-Ion Battery Manufacturing

Lithium-ion battery production is an important industry as there is a growing demand for energy storage in areas such as transportation, consumer electronics, energy generation, and other industrial applications. Continuous manufacturing operations demand that the equipment used for production be of high quality in ord...

S. Jegadeesan, P. Darney, R. Krishnan et al. · 0 citations
Conference Jul 2026

AdaptiReason: Adaptive Chain-of-Thought Compression for Efficient Large Language Model Inference

Large Language Models (LLMs) trained using Chain-of-Thought (CoT) supervision have achieved state-of-the-art performance on complex reasoning tasks. However, the generation of long reasoning chains introduces substantial computational overhead during inference, limiting their deployment in low-latency and resource-cons...

V. A, Mithaguru, Amrita Kundu et al. · 0 citations

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