People & research portfolios

Research spans asphalt materials, pavement deformation and image-based analysis of aggregate structure. Selected studies connect laboratory testing and digital measurement with pavement rehabilitation.

Studies soil behaviour through testing and numerical modelling, including soil stiffness and seismic site characterisation.

Works on structural dynamics, vibration control and infrastructure inspection. Selected studies use bridge responses to estimate vehicle loads.

Research connects deep learning for crash-severity prediction and automated traffic surveys with transport planning, travel behaviour and sustainable mobility. Selected work spans Thai highway safety, electric vehicles and public transport.

Studies image processing, artificial intelligence and intelligent transport, including image-based inspection of asphalt pavement cracks.

Researches water and wastewater treatment, including hydrocyclone separation and anaerobic biological reactors.

Researches computer vision, scene understanding and medical image analysis, including scene-text detection, railway inspection, uncertainty estimation and neural networks for segmentation and 3D reconstruction.

Research covers transport planning and policy, traffic engineering and logistics operations. Selected work uses traffic data and mathematical models to study signal timing and the relationship between land use and rail ridership.

Studies GNSS surveying, reference-station networks and cadastral surveying, including field evaluation of positioning accuracy and tilt-compensated receivers.

Selected research examines the economic and environmental performance of highway investment and the management of infrastructure construction firms. The work combines assessment models with empirical analysis of organisational practices.

Selected research spans road-asset detection, UAV mapping, pavement testing and infrastructure management.

Coauthored research applies transformer-based object detection to road assets in Thai highway panorama imagery.

Coauthored research develops quality-control workflows for UAV mapping and geometric models for multi-head aerial camera systems.

Research includes pavement friction, recycled asphalt and measurement methods for road maintenance.