Wave based damage detection in solid structures using artificial neural networks. - Frank Wuttke; Hao Lyu; Amir S. Sattari; Zarghaam H. Rizvi (CoRR, 2021)

Crack Detection and Localization based on Spatio-Temporal Data using Residual Networks. - Fathalla Moreh; Hao Lyu; Christian Beth; Steffen Strohm; Zarghaam Haider Rizvi; Frank Wuttke; Matthias Renz (SSDBM, 2022)

Wave-Based Neural Network with Attention Mechanism for Damage Localization in Materials. - Fatahlla Moreh; Yusuf Hasan; Zarghaam Haider Rizvi; Frank Wuttke; Sven Tomforde (ICMLA, 2024)

MCMN Deep Learning Model for Precise Microcrack Detection in Various Materials. - Fatahlla Moreh; Yusuf Hasan; Zarghaam Haider Rizvi; Frank Wuttke; Sven Tomforde (ICMLA, 2024)

Physics-Informed Neural Networks for High-Frequency and Multi-Scale Problems using Transfer Learning. - Abdul Hannan Mustajab; Hao Lyu; Zarghaam H. Rizvi; Frank Wuttke (CoRR, 2024)