Engineering Preface to the theme issue ‘Physics-informed machine learning and its structural integrity applications (Part 2)’. November 19, 2023
Civil Engineering | Structural Engineering Physics-informed deep learning for structural vibration identification and its application on a benchmark structure. November 19, 2023
Materials Science | Mechanical Engineering Semantic segmentation of defects based on DCNN and its application on fatigue lifetime prediction for SLM Ti-6Al-4V alloy. November 19, 2023
Machine Learning | Structural Engineering A time variant uncertainty propagation method for high-dimensional dynamic structural system via K-L expansion and Bayesian deep neural network. September 24, 2023
Engineering Preface to the theme issue ‘physics-informed machine learning and its structural integrity applications’. September 24, 2023
Engineering Physics-informed machine learning and its structural integrity applications: state of the art. September 24, 2023
Civil Engineering | Transportation Engineering Pavement crack detection based on point cloud data and data fusion. July 16, 2023
Artificial Intelligence | Transportation Engineering | Urban Planning Passenger flow anomaly detection in urban rail transit networks with graph convolution network-informer and Gaussian Bayes models. July 16, 2023
Civil Engineering | Transportation Engineering Automatic pavement texture recognition using lightweight few-shot learning. July 16, 2023
Artificial Intelligence | Civil Engineering | Transportation Engineering Automatic identification of pavement cracks in public roads using an optimized deep convolutional neural network model. July 16, 2023
Civil Engineering | Computer Vision TransCrack: revisiting fine-grained road crack detection with a transformer design. July 16, 2023
Civil Engineering | Structural Engineering | Transportation Infrastructure Machine learning-based identification of segment joint failure in underground tunnels. July 16, 2023