Design and Optimization of a Graphene-Enhanced Terahertz Metasurfaces Surface Plasmon Resonance Biosensor with Multi-Material Architecture for Cancer Detection Integrating 1D-CNN Machine Learning for Performance Prediction and Analysis

Plasmonics, Journal Year: 2025, Volume and Issue: unknown

Published: March 25, 2025

Language: Английский

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Dual-Resonator MXene Metasurface-Based Gas Sensor with Machine Learning-Enhanced Surface Plasmon Resonance Detection

Plasmonics, Journal Year: 2025, Volume and Issue: unknown

Published: March 29, 2025

Language: Английский

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Enhanced Malaria Detection Using a Hybrid Borophene-Based Terahertz Biosensor with Random Forest Regression Analysis

Brazilian Journal of Physics, Journal Year: 2025, Volume and Issue: 55(3)

Published: April 3, 2025

Language: Английский

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Novel terahertz biosensor integrating MXene/black phosphorus/graphene on metasurface architecture for enhanced pregnancy detection

Optical and Quantum Electronics, Journal Year: 2025, Volume and Issue: 57(5)

Published: April 16, 2025

Language: Английский

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Roadmap to 2D Graphene Nanomaterials-Based Biosensors for Early Cancer Detection

Plasmonics, Journal Year: 2025, Volume and Issue: unknown

Published: March 31, 2025

Language: Английский

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High-Sensitivity Terahertz Plasmon Resonance Biosensor Incorporating Graphene-Perovskite Metasurfaces for Waterborne BactefInformaticsrial Detection

Plasmonics, Journal Year: 2025, Volume and Issue: unknown

Published: April 22, 2025

Language: Английский

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AI enhanced metasurface sensor design for ultra-sensitive terahertz gas detection using 2D materials

AIP Advances, Journal Year: 2025, Volume and Issue: 15(4)

Published: April 1, 2025

Recent advancements in gas sensing technologies have significantly enhanced the detection and monitoring of gases across various applications, including environmental protection industrial safety. This paper presents a novel metasurface-based sensor design that integrates advanced two-dimensional materials, such as graphene, copper, MXene, to achieve high sensitivity selectivity terahertz detection. The proposed architecture features central circular resonator surrounded by square ring resonator, optimized for plasmonic modes, an additional gold-coated amplify capabilities. Through comprehensive modeling simulation, sensor’s performance was optimized, demonstrating remarkable with peak value 800 GHz/RIU robust responses concentrations. Moreover, implementation polynomial regression models further demonstrates relationship between structural parameters performance, achieving perfect predictive accuracy (R2 = 1.00). results indicate this innovative not only addresses growing demand efficient solutions but also sets stage future developments technology, implications healthcare diagnostics monitoring.

Language: Английский

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A High-Sensitivity Terahertz Metasurface Biosensor with Graphene-MXene-Black Phosphorus Integration for Early Pregnancy Detection

Plasmonics, Journal Year: 2025, Volume and Issue: unknown

Published: April 26, 2025

Language: Английский

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Design and optimization of a hybrid graphene-metallic metasurfaces terahertz biosensor for high-precision detection of reproductive hormones, integrating locally weighted linear regression analysis and 2-bit encoding capabilities

The European Physical Journal B, Journal Year: 2025, Volume and Issue: 98(5)

Published: May 1, 2025

Language: Английский

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Advanced THz Metasurface Biosensor for Label-Free Amino Acid Detection Optimized with Machine Learning Using Stacking Ensemble Algorithm

Physica E Low-dimensional Systems and Nanostructures, Journal Year: 2025, Volume and Issue: unknown, P. 116287 - 116287

Published: May 1, 2025

Language: Английский

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