A robust approach for anomaly detection using 1D convolutional Siamese neural networks to enhance structural health monitoring in dams
Structural Health Monitoring: An International Journal
Published online on September 17, 2025
Abstract
Structural Health Monitoring, Ahead of Print.
Accurate detection of structural anomalies in dams is critical for ensuring their safety, functionality, and longevity. This study introduces a novel approach utilizing a Siamese neural network (SNN) with 1D convolutional architectures to detect and ...
Accurate detection of structural anomalies in dams is critical for ensuring their safety, functionality, and longevity. This study introduces a novel approach utilizing a Siamese neural network (SNN) with 1D convolutional architectures to detect and ...