Civil Engineering | Machine Learning | Railway engineering Automated machine learning recognition to diagnose flood resilience of railway switches and crossings. February 6, 2023
Building Information Modeling (BIM) | Machine Learning | Predictive Maintenance | Railway engineering Track Geometry Prediction Using Three-Dimensional Recurrent Neural Network-Based Models Cross-Functionally Co-Simulated with BIM. January 8, 2023
Machine Learning | Railway engineering | Text Mining Defect Severity Identification for a Catenary System Based on Deep Semantic Learning. December 23, 2022
Computer Vision | Railway engineering Optical Rail Surface Crack Detection Method Based on Semantic Segmentation Replacement for Magnetic Particle Inspection. November 11, 2022
Computer Vision | Railway engineering High Speed Railway Fastener Defect Detection by Using Improved YoLoX-Nano Model. November 11, 2022
Acoustic-Based Systems | Deep Learning | Railway engineering Railway Track Inspection Using Deep Learning Based on Audio to Spectrogram Conversion: An on-the-Fly Approach. March 10, 2022
Data Science | Deep Learning | Railway engineering Semi-Supervised Deep Learning in High-Speed Railway Track Detection Based on Distributed Fiber Acoustic Sensing. January 22, 2022
Acoustic Analysis | Machine Learning | Railway engineering A Novel Approach to Railway Track Faults Detection Using Acoustic Analysis. September 28, 2021
Artificial Intelligence | Railway engineering Deep-Learning and Vibration-Based System for Wear Size Estimation of Railway Switches and Crossings. August 10, 2021
Computer Vision | Machine Learning | Railway engineering Wavelet Scattering and Neural Networks for Railhead Defect Identification. April 30, 2021
Civil Engineering | Materials Science | Railway engineering HRSBallast: A high-resolution dataset featuring scanned angular, semi-angular and rounded railway ballast. November 18, 2020
Artificial Intelligence | Railway engineering A Deep Learning-Based Method for Overhead Contact System Component Recognition Using Mobile 2D LiDAR. April 24, 2020