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Open access Aug 2026

Gramian angular field encoding enabled ultra-wide-range cryogenic temperature sensing by deep learning.

A deep learning-assisted Gramian Angular Field (GAF) spectral encoding scheme for achieving precise demodulation of wide dynamic range sensing signals is proposed, making the interferometric cryogenic temperature sensing system a competitive candidate for practical deployment in extreme environments.

Jun-Ling Hu, Meiyu Cai, Sa Zhang et al. · 0 citations

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