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2025	Prediction of Degradation of Concrete Surface Layer Using Neural Networks Applied to Ultrasound Propagation Signals Acoustics Evgenia Kirillova, Alexey Tatarinov, Savva Kovalenko, Genadijs Shahmenko
2025	Ultrasonic detection and deep learning for high-precision concrete strength prediction Journal of Building Engineering Xuehong Gan, Wei Wang, Chenhui Jiang, Linhai Ye, Feng Chen, Tao Zhou, Youcai Zhao
2024	AI-assisted ultrasonic wave analysis for automated classification of steel corrosion-induced concrete damage Automation in Construction Julfikhsan Ahmad Mukhti, Nenad Gucunski, Seong-Hoon Kee
2024	Advances in the Integration of Artificial Intelligence and Ultrasonic Techniques for Monitoring Concrete Structures: A Comprehensive Review Journal of Composites Science Giovanni Angiulli, Pietro Burrascano, Marco Ricci, Mario Versaci
2024	2024 29th International Conference on Automation and Computing (ICAC) Sherrif Isam, Yefeng Liu, Qichun Zhang
2024	Identification of a sand excess defect in hardened concrete based on wavelet signal analysis STUDIES IN ENGINEERING AND EXACT SCIENCES Mohammed Dahmani, Ahcene Arbaoui, Billel Rebai
2023	Three-Dimensional Defect Characterization of Ultrasonic Detection Based on GCNet Improved Contrast Learning Optimization Electronics Xinghao Wang, Qiang Wang, Lei Zhang, Jiayang Yu, Qiuhan Liu
2023	Evaluation of thermal damages of concrete subjected to high temperatures using recurrent neural networks for ultrasonic pulse waves Construction and Building Materials Ma. Doreen E. Candelaria, Seong-Hoon Kee
2022	A new imperialist competitive algorithm with spiral rising mechanism for solving path optimization problems PeerJ Computer Science Xia Li, Junhan Chen, Lingfang Sun, Jing Li
2022	Effect of Construction Errors in Cable Forces of Single-Story Orthogonal Cable Network Structures Based on GA-BPNN Buildings Zeqiang Wang, Guoliang Shi, Zhansheng Liu, Yanchi Mo, Bo Si, Yang Hu, Yongliang Wang
2022	2022 27th International Conference on Automation and Computing (ICAC) Sherrif Isam, Qichun Zhang
2022	S-Swin Transformer: simplified Swin Transformer model for offline handwritten Chinese character recognition PeerJ Computer Science Yongping Dan, Zongnan Zhu, Weishou Jin, Zhuo Li
2022	Concrete Multi-Type Defect Classification Algorithm Based on MSSMA-SVM Sensors Xu Tian, Jun Ao, Zizhu Ma, Bijian Jian, Chunbo Ma
2022	Lightweight and efficient neural network with SPSA attention for wheat ear detection PeerJ Computer Science Yan Dong, Yundong Liu, Haonan Kang, Chunlei Li, Pengcheng Liu, Zhoufeng Liu
2022	Evaluation of cultivated land quality using attention mechanism-back propagation neural network PeerJ Computer Science Yulin Liu, Jiaolong Li, Chuang Liu, Jiangshu Wei
2022	Evaluation of Heat-Induced Damage in Concrete Using Machine Learning of Ultrasonic Pulse Waves Materials Ma. Doreen Esplana Candelaria, Nhoja Marie Miranda Chua, Seong-Hoon Kee
2022	A Wavelet Packet Transform and Convolutional Neural Network Method Based Ultrasonic Detection Signals Recognition of Concrete Sensors Jinhui Zhao, Tianyu Hu, Qichun Zhang
2021	A Novel Color Recognition Model for Improvement on Color Differences in Products via Grey Relational Grade Axioms Jeih-Jang Liou