A Novel Separation Technique of Flexural Loading-Induced Acoustic Emission Sources in Railway Prestressed Concrete Sleepers. - Rims Janeliukstis; Sakdirat Kaewunruen (IEEE Access, 2019)

Learning From Accidents: Machine Learning for Safety at Railway Stations. - Hamad Alawad; Sakdirat Kaewunruen; Min An (IEEE Access, 2020)

A Deep Learning Approach Towards Railway Safety Risk Assessment. - Hamad Alawad; Sakdirat Kaewunruen; Min An (IEEE Access, 2020)

Bayesian network-based human error reliability assessment of derailments. - Serdar Dindar; Sakdirat Kaewunruen; Min An (Reliab. Eng. Syst. Saf., 2020)

Integration of Building Information Modeling and Machine Learning for Railway Defect Localization. - Jessada Sresakoolchai; Sakdirat Kaewunruen (IEEE Access, 2021)

Human Activity Vibrations. - Sakdirat Kaewunruen; Jessada Sresakoolchai; Junhui Huang; Satoru Harada; Wisinee Wisetjindawat (Data, 2021)

Benchmarking on railway safety performance using Bayesian inference, decision tree and petri-net techniques based on long-term accidental data sets. - Panrawee Rungskunroch; Anson Jack; Sakdirat Kaewunruen (Reliab. Eng. Syst. Saf., 2021)

Evaluation of Railway Passenger Comfort With Machine Learning. - Junhui Huang; Sakdirat Kaewunruen (IEEE Access, 2022)

Quantification of Dynamic Track Stiffness Using Machine Learning. - Junhui Huang; Xiaojie Yin; Sakdirat Kaewunruen (IEEE Access, 2022)

A hierarchical Bayesian-based model for hazard analysis of climate effect on failures of railway turnout components. - Serdar Dindar; Sakdirat Kaewunruen; Min An (Reliab. Eng. Syst. Saf., 2022)

Unsupervised Machine Learning for Managing Safety Accidents in Railway Stations. - Hamad Alawad; Sakdirat Kaewunruen (IEEE Access, 2023)

Digital Twins for Managing Railway Bridge Maintenance, Resilience, and Climate Change Adaptation. - Sakdirat Kaewunruen; Mohannad AbdelHadi; Manwika Kongpuang; Withit Pansuk; Alex M. Remennikov (Sensors, 2023)

Track Geometry Prediction Using Three-Dimensional Recurrent Neural Network-Based Models Cross-Functionally Co-Simulated with BIM. - Jessada Sresakoolchai; Sakdirat Kaewunruen (Sensors, 2023)

Multi-Hazard Effects of Crosswinds on Cascading Failures of Conventional and Interspersed Railway Tracks Exposed to Ballast Washaway and Moving Train Loads. - Hao Fu; Yushi Yang; Sakdirat Kaewunruen (Sensors, 2023)

Automated Prognostics and Diagnostics of Railway Tram Noises Using Machine Learning. - Junhui Huang; Hao Liu; Wenyan Xi; Sakdirat Kaewunruen (IEEE Access, 2024)

Machine learning and traditional approaches in shear reliability of steel fiber reinforced concrete beams. - Xia Qin; Sakdirat Kaewunruen (Reliab. Eng. Syst. Saf., 2024)