High-sensitivity MXene-copper-graphene metasurface for precision salinity sensing with machine learning optimization DOI
Jacob Wekalao, Mika Sillanpää, Saleh Alfarraj

et al.

Optical and Quantum Electronics, Journal Year: 2025, Volume and Issue: 57(6)

Published: May 17, 2025

Language: Английский

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

Ngaira Mandela,

Gideon Mwendwa

et al.

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

Published: Feb. 12, 2025

Language: Английский

Citations

16
Development of a High-Sensitivity Graphene-Metal Nanocomposite Metasurfaces Biosensor with Machine Learning Integration for Rapid Detection of Waterborne Pathogens with Behaviour Prediction Leveraging Stacking Ensemble Regressor DOI
Jacob Wekalao

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

Published: Jan. 7, 2025

Language: Английский

Citations

14
Graphene-Enhanced Terahertz Metamaterial Biosensor for Tuberculosis Detection with XGBoost-Based Machine Learning Optimization DOI
Jacob Wekalao

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

Published: Feb. 20, 2025

Language: Английский

Citations

14
High-Efficiency Broadband Solar Absorber Based on Graphene/YBCO/LaAlO₃/Ti for Enhanced Solar Thermal Performance Using Random Forest Regression DOI
Jacob Wekalao

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

Published: March 5, 2025

Language: Английский

Citations

13
Design and Optimization of a Graphene-Enhanced Plasmonic Sensor with Machine Learning Integration for Organic Compound Detection in Wastewater DOI
Jacob Wekalao

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

Published: March 5, 2025

Language: Английский

Citations

12
High-Sensitivity Glucose Detection Using a Terahertz Metasurface-Based Surface Plasmon Resonance Biosensor with Graphene and Plasmonic Nanostructures, Optimized by Machine Learning DOI
Jacob Wekalao

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

Published: Feb. 15, 2025

Language: Английский

Citations

11
Highly Sensitive Malaria Detection Using a Graphene-Coated Dual Circular Ring Resonator Biosensor with behaviour Prediction based on Stacking Ensemble DOI
Jacob Wekalao, Stephen Maina Njoroge, Oumaymah Elamri

et al.

Physics Letters A, Journal Year: 2025, Volume and Issue: unknown, P. 130398 - 130398

Published: Feb. 1, 2025

Language: Английский

Citations

7
Enhanced Terahertz Graphene Metasurface Biosensor for Early Breast Cancer Detection with Machine Learning Optimization Based on Locally Weighted Linear Regression DOI
Jacob Wekalao

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

Published: March 22, 2025

Language: Английский

Citations

5
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 DOI
Jacob Wekalao, Hussein A. Elsayed, Ahmed M. El‐Sherbeeny

et al.

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

Published: March 25, 2025

Language: Английский

Citations

5
Design and Performance Evaluation of a Graphene Biosensor for Protein Detection with Two, Three Bit Encoding and Machine Learning Optimization DOI
Jacob Wekalao, Yahya Ali Abdelrahman Ali,

Taoufik Saidani

et al.

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

Published: March 28, 2025

Language: Английский

Citations

4