Research Explorer

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Researcher

Muhammad Irfan Shirazi

Awards & Distinctions

8 Results

2024

A review on assessing structural health monitoring of composite structures using regression in CNNs

Muhammad Irfan ShiraziMagd Abdel Wahab

Feature extraction and classification of multiple cracks from raw vibrational responses of composite beams using 1D-CNN network

Muhammad Irfan ShiraziSamir KhatirDjilali BoutchichaMagd Abdel Wahab

A1 Journal Article in COMPOSITE STRUCTURES

Mitigation of noise and other variations in vibration responses for damage characterization for damage detection in composites

Muhammad Irfan ShiraziMagd Abdel Wahab

Vibration-based structural health monitoring of composites using neural networks

Muhammad Irfan ShiraziMagd Abdel Wahab

2023

Damage assessment in laminated composite plates using modal Strain Energy and YUKI-ANN algorithm

Muhammad Irfan ShiraziSamir KhatirBrahim BenaissaSeyedali MirjaliliMagd Abdel Wahab

A1 Journal Article in COMPOSITE STRUCTURES

Extracting damage features from vibrational response in a cracked simple beam using convolutional neural networks

Muhammad Irfan ShiraziSamir KhatirMagd Abdel Wahab

Optimizing the hyperparameters of 1D-CNN networks using Genetic algorithms

Muhammad Irfan ShiraziMagd Abdel Wahab

Quantification of two separate cracks by retrieval of relevant features from vibrational data using a deep 1D CNN network

Muhammad Irfan ShiraziSamir KhatirMagd Abdel Wahab