Enhanced sensitivity and optimization with machine learning for gold-graphene encoded metasurface sensor applied for haemoglobin detection

Measurement, Год журнала: 2025, Номер unknown, С. 116883 - 116883

Опубликована: Янв. 1, 2025

Язык: Английский

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Ultra-sensitive Terahertz Hemoglobin Detection Using Graphene-Enhanced Metasurface Surface Plasmon Resonance Biosensors Optimized with K-Nearest Neighbors Regression Machine Learning

Plasmonics, Год журнала: 2025, Номер unknown

Опубликована: Фев. 12, 2025

Язык: Английский

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Graphene-Enhanced Terahertz Metamaterial Biosensor for Tuberculosis Detection with XGBoost-Based Machine Learning Optimization

Plasmonics, Год журнала: 2025, Номер unknown

Опубликована: Фев. 20, 2025

Язык: Английский

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High-Sensitivity Glucose Detection Using a Terahertz Metasurface-Based Surface Plasmon Resonance Biosensor with Graphene and Plasmonic Nanostructures, Optimized by Machine Learning

Plasmonics, Год журнала: 2025, Номер unknown

Опубликована: Фев. 15, 2025

Язык: Английский

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High-Efficiency Broadband Solar Absorber Based on Graphene/YBCO/LaAlO₃/Ti for Enhanced Solar Thermal Performance Using Random Forest Regression

Plasmonics, Год журнала: 2025, Номер unknown

Опубликована: Март 5, 2025

Язык: Английский

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Design and Optimization of a Graphene-Enhanced Plasmonic Sensor with Machine Learning Integration for Organic Compound Detection in Wastewater

Plasmonics, Год журнала: 2025, Номер unknown

Опубликована: Март 5, 2025

Язык: Английский

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Surface Plasmon Resonance-Based Biodetection Systems: Principles, Progress and Applications—A Comprehensive Review

Biosensors, Год журнала: 2025, Номер 15(1), С. 35 - 35

Опубликована: Янв. 9, 2025

Surface Plasmon Resonance (SPR)-based biodetection systems have emerged as powerful tools for real-time, label-free biomolecular interaction analysis, revolutionizing fields such diagnostics, drug discovery, and environmental monitoring. This review highlights the foundational principles of SPR, focusing on interplay evanescent waves surface plasmons that underpin its high sensitivity specificity. Recent advancements in SPR technology, including enhancements sensor chip materials, integration with nanostructures, coupling complementary detection techniques, are discussed to showcase their role improving analytical performance. The paper also explores diverse applications systems, ranging from pathogen cancer biomarker identification food safety monitoring toxin analysis. By providing a comprehensive overview technological progress emerging trends, this underscores transformative potential SPR-based addressing critical scientific societal challenges. Future directions challenges, miniaturization, cost reduction, expanding multiplexing capabilities, presented guide ongoing research development rapidly evolving field.

Язык: Английский

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High-Sensitivity Terahertz Gas Sensor Using Graphene-Enhanced Metasurfaces with Machine Learning Optimization

Plasmonics, Год журнала: 2025, Номер unknown

Опубликована: Март 14, 2025

Язык: Английский

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Graphene Metasurface Based Biosensor for COVID-19 Detection in the Terahertz Regime with Machine Learning Optimization using K-Nearest Neighbours Regression

Plasmonics, Год журнала: 2024, Номер unknown

Опубликована: Дек. 2, 2024

Язык: Английский

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High-Sensitivity Graphene-MoS₂ Hybrid Metasurface Biosensor with Machine Learning Optimization for Hemoglobin Detection

Plasmonics, Год журнала: 2025, Номер unknown

Опубликована: Март 13, 2025

Язык: Английский

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