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Author

Laxmidhar Behera

2 papers indexed here

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Sep 2026

A3M-CIR: An Attention-Aware Adversarial Masking Based Self-Supervised Chemometric Framework for Robust Infrared Spectral Analysis

Infrared (IR) spectroscopy provides rich molecular fingerprint information and is widely used for qualitative and quantitative chemical analysis across biomedical, environmental, and materials science applications. However, its practical utilization is often constrained by instrument-dependent variability, baseline d...

Durgesh Ameta, Ajeet Kumar, Tanishk Saini et al. · 0 citations
Open access Aug 2026

From Brain Networks to Sleep Perception: EEG-Derived Global Efficiency is Associated with Subjective Sleep Quality in University Students

Objective The correspondence between objective sleep physiology and subjective sleep experience remains poorly understood. Conventional polysomnography (PSG) primarily captures sleep macrostructure and may fail to reflect large-scale neural integration processes underlying perceived sleep quality. This study examined w...

Ankita Garg, Arun Sasidharan, Varun Dutt et al. · 0 citations

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