Author

Mengdi Hou

Institutions: Wuzhou University, Guilin University of Electronic Technology

Observed institutions: Wuzhou University, Guilin University of Electronic Technology

ORCID: 0009-0000-3199-6312

Observed ORCID: 0009-0000-3199-6312

OpenAlex ID: A5121975825

Machine Learning-Based Strength Prediction of Fiber-Reinforced UHPC: A Data-Driven Framework with Feature Engineering and Uncertainty Quantification

2026 · Jianbo Huang, Gaoming He, et al. · Symmetry · 4

MalariaNet: A Microcontroller-Deployable Malaria-Microscopy Detector for Point-of-Care Biosensing Under Leakage-Free Evaluation

2026 · Mengdi Hou, Gaoming He, et al. · Biosensors · 3

Interpretable Machine Learning for Compressive and Flexural Strength Prediction of Fly Ash Blended 3D Printed Concrete with Uncertainty Quantification

2026 · Jia Chen, Zhicheng Liao, et al. · Computers, materials & continua/Computers, materials & continua (Print) · 2

Interpretable Machine Learning for Flexural Strength Prediction of 3D-Printed Concrete Incorporating Supplementary Cementitious Materials

2026 · Fengping Qin, Yangping Chen, et al. · Buildings · 1

LCSMC-Net: Lightweight CAN Intrusion Detection via Separable Multiscale Convolution and Attention

2026 · Mengdi Hou, Bitie Lan, et al. · Sensors · 1

Bayesian-Optimized Explainable AI for CKD Risk Stratification: A Dual-Validated Framework

2026 · Jianbo Huang, Bitie Lan, et al. · Symmetry · 1

Machine Learning for Compressive Strength Prediction of 3D-Printed Concrete: Feature Engineering, Statistically Validated Model Selection, and Applicability Boundaries

2026 · Jia Chen, Zhicheng Liao, et al. · Computer Modeling in Engineering & Sciences · 1

PathoSafe: Sub-1 KB Out-of-Distribution Rejection and Cluster-Aware Certification for Point-of-Care Pathogen Biosensing

2026 · Gaoming He, Mengdi Hou, et al. · Biosensors

Works count: 8

Citation count: 13

H-index: 2

I10-index: