Author

I. Sapaev

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Review Open access Aug 2026

Machine learning-enhanced fluorescence signal processing of carbon quantum dots for high-accuracy chemical sensing

A comprehensive analysis of ML-driven methodologies for denoising, spectral decomposition, feature extraction, and high-accuracy classification in CQD fluorescence systems shows how ML enables ultra-low-level analyte detection, interpretable photophysical modeling, and real-time intelligent sensing across chemical and biological environments.

B. T. Sayed, Maharshi B. Shukla, Sumit Sharma et al. · RSC Advances · 0 citations

#protein folding Open access Aug 2026

SIRT1 deacetylates GAPDH to drive microglial glycolysis and neuroinflammation.

SIRT1–GAPDH signaling represents a post-translational axis linking sirtuin activity directly to glycolytic enzyme function, distinct from SIRT1's traditional transcriptional roles and serving as a viable molecular checkpoint in microglial immunometabolism.

Chou-Yi Hsu, I. Sapaev, O. Nematov et al. · Frontiers in Immunology · 0 citations