1. Analysis and modelling of pedestrian crashes in Ernakulam district
2. Pedestrian crash severity prediction modelling using machine learning techniques
3.A study on assessing the PM2.5 pollution and heat index dynamics in a suburban and urban location in Thiruvanathapuram using a two-year data -driven approach
4. Assessment of risk potential of state highways using iRAP methodology