Highly Responsive Graphene-Integrated Metasurface Surface Plasmon Resonance Sensor Augmented with Ag-Au-SiO₂ Nanostructures and Machine Learning for Advanced Biomedical Diagnostics DOI
Jacob Wekalao, Abdulkarem H. M. Almawgani,

Refka Ghodhbani

и другие.

Plasmonics, Год журнала: 2025, Номер unknown

Опубликована: Июнь 3, 2025

Язык: Английский

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

Plasmonics, Год журнала: 2025, Номер unknown

Опубликована: Март 14, 2025

Язык: Английский

Процитировано

10
Plasmon-Enhanced Charge Transport in Graphene-Au-SiO₂ Metasurfaces for Terahertz Biosensor Applications DOI
Jacob Wekalao,

Marouan Kouki,

Sana Ben Khalifa

и другие.

Plasmonics, Год журнала: 2025, Номер unknown

Опубликована: Апрель 3, 2025

Язык: Английский

Процитировано

9
Enhanced Terahertz Graphene Metasurface Biosensor for Early Breast Cancer Detection with Machine Learning Optimization Based on Locally Weighted Linear Regression DOI
Jacob Wekalao

Plasmonics, Год журнала: 2025, Номер unknown

Опубликована: Март 22, 2025

Язык: Английский

Процитировано

7
AI enhanced metasurface sensor design for ultra-sensitive terahertz gas detection using 2D materials DOI Creative Commons
Jacob Wekalao, Hussein A. Elsayed,

Nassir Saad Alarifi

и другие.

AIP Advances, Год журнала: 2025, Номер 15(4)

Опубликована: Апрель 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.

Язык: Английский

Процитировано

4
Advanced plasmonic sensor design for sperm detection with machine learning-driven optimization DOI
Jacob Wekalao,

Ngaira Mandela,

Gideon Mwendwa

и другие.

Optical and Quantum Electronics, Год журнала: 2025, Номер 57(5)

Опубликована: Май 3, 2025

Язык: Английский

Процитировано

4
Optimized Metasurface Sensor for Terahertz Gas Detection with 2d Material Integration with Behaviour Prediction Based on Polynomial Regression DOI
Jacob Wekalao

Опубликована: Янв. 1, 2025

Язык: Английский

Процитировано

0
Planar Surface Plasmonic Resonance Light Coupling via Transmission Diffraction Gratings for Chemical Optical Sensors DOI Creative Commons
A. Popescu, Dan Savastru

Plasmonics, Год журнала: 2025, Номер unknown

Опубликована: Апрель 30, 2025

Язык: Английский

Процитировано

0
VLSI-Integrated CMOS-Compatible High-Performance Terahertz Metasurface Biosensor for Dual-Mode Detection of Cancer and Malaria with Machine Learning Optimization DOI

S. Navaneethan,

Jacob Wekalao, Amuthakkannan Rajakannu

и другие.

Plasmonics, Год журнала: 2025, Номер unknown

Опубликована: Май 22, 2025

Язык: Английский

Процитировано

0
Highly Responsive Graphene-Integrated Metasurface Surface Plasmon Resonance Sensor Augmented with Ag-Au-SiO₂ Nanostructures and Machine Learning for Advanced Biomedical Diagnostics DOI
Jacob Wekalao, Abdulkarem H. M. Almawgani,

Refka Ghodhbani

и другие.

Plasmonics, Год журнала: 2025, Номер unknown

Опубликована: Июнь 3, 2025

Язык: Английский

Процитировано

0