Ultra-Sensitive Graphene-Metal Hybrid Metasurface for Non-Invasive Glucose Detection with Convolutional Neural Network Integration DOI

R. Mahalakshmi,

Jacob Wekalao, M. Ramkumar Raja

et al.

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

Published: May 10, 2025

Language: Английский

Advanced plasmonic sensor design for sperm detection with machine learning-driven optimization DOI
Jacob Wekalao,

Ngaira Mandela,

Gideon Mwendwa

et al.

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

Published: May 3, 2025

Language: Английский

Citations

0
Ultra-sensitive surface plasmon resonance sensor integrating MXene (Ti3C2TX) and graphene for advanced carcinoembryonic antigen detection DOI Creative Commons

Ali Khodaie,

Hamid Heidarzadeh

Scientific Reports, Journal Year: 2025, Volume and Issue: 15(1)

Published: April 19, 2025

Carcinoembryonic antigen (CEA) is a critical biomarker for diagnosing and monitoring cancers such as liver, colon, breast cancer. This study presents highly sensitive surface plasmon resonance (SPR) sensor incorporating 2D materials-graphene MXene (Ti3C2TX)- in Kretschmann configuration. The sensor, comprising BK7 prism, gold (Au), graphene, aluminum oxide (Al₂O₃), MXene, optimized detecting CEA aqueous solutions with high precision. performance of the proposed was evaluated using finite difference time domain (FDTD) numerical method, focusing on key parameters sensitivity figure merit (FOM). Operating at wavelength 633 nm, achieved an exceptional 163.63 deg/RIU FOM 17.52 RIU⁻¹, marking significant improvement over previously reported SPR biosensors. Comparative analysis further underscores superior this design, establishing it cutting-edge tool applications biosensing, medical diagnostics, food safety, environmental monitoring. offers potential real-world applications, including clinical diagnostics early cancer detection, safety monitoring, sensing.

Language: Английский

Citations

0
A High-Sensitivity Terahertz Metasurface Biosensor with Graphene-MXene-Black Phosphorus Integration for Early Pregnancy Detection DOI
Jacob Wekalao, Ahmed Mehaney, Mahmood Basil A. Al-Rawi

et al.

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

Published: April 26, 2025

Language: Английский

Citations

0
Design and Optimization of Graphene-Gold Metasurface THz Biosensor Using Au-SiO2 Material with Machine Learning for Multi-Analyte Detection DOI
Jacob Wekalao, Habib Kraiem, Sana Ben Khalifa

et al.

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

Published: May 5, 2025

Language: Английский

Citations

0
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 DOI
Jacob Wekalao, Hussein A. Elsayed, Ahmed M. El‐Sherbeeny

et al.

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

Published: May 1, 2025

Language: Английский

Citations

0
Ultra-Sensitive Graphene-Metal Hybrid Metasurface for Non-Invasive Glucose Detection with Convolutional Neural Network Integration DOI

R. Mahalakshmi,

Jacob Wekalao, M. Ramkumar Raja

et al.

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

Published: May 10, 2025

Language: Английский

Citations

0