Head of the Research Group
Research Associates and PhD students
Research and Teaching Assistants
Research Students
Research topic: Revolutionizing Mobility: Unveiling the potential of Artificial Intelligence in Cooperative, Connective and Automated Mobility (CCAM)
Research topic: Factors affecting the willingness of consumers to adopt Cooperative, Connected, and Automated Mobility: A structural Equation Modelling Analysis
Research Topic: Effective route planning using Machine Learning and Explainable AI
Research topic: Conducting a causal analysis for sustainable transportation based on a case study using causal discovery methods into the analysis of time series data
Research topic: Analysing links among factors driving voluntary carbon offsetting through causal machine learning
Research topic: Causal Discovery and analysis of power consumption time series of CNC machine
Research topic: Predicting train delays with causal machine learning
Research topic: The necessity of network security for data protections implementation of network security
Research topic: Leveraging AI to generate personalized educational content to help optimize time, effort, and cost
Research topic: Development of metrics to measure the explainability of machine learning models for digital twin
Research topic: The role of digital twin in production and demand planning
Research topic: Explainable AI for Object Detection in 3D PointClouds
Research topic: Automated generation of reinforcement learning environment
Research topic: Object detection from 3D images of digital twin assets for transport infrastructure management using explainable deep learning approach
Research topic: Leveraging Large Language Models for reducing the drug development cycle
Research topic: Efficient routing with GTFS data for public transportation using explainable machine learning
Research topic: The role of causal machine learning to improve decision making in Supply Chain Management
Research topic: Environmental impact of automobiles emissions using causal machine learning
Research topic: Predictive maintenance of aircraft components: Impact of using explainable machine learning on cost, safety, and efficiency
Research topic: Exploring autoregressive models in TensorFlow through the application of energy forecasting
Research topic: Comparative analysis of traditional and AI autoregressive models for enhancing demand forecasting
Former Members
Former Research Students
Digital twins enablement in manufacturing: Conceptual model of digital twins and their impact on sustainability
Research topic: Causal machine learning to improve software project management
Research topic: Deep reinforcement learning for industrial task scheduling: A2C approach
Research topic: Object detection and semantic annotation from 3D images of digital twin assets for transport infrastructure management using machine learning
Identifying essential ESG key performance Indicators of the automotive industry: An Industry based survey using MCDM methods
Research topic: Deep reinforcement learning for Industrial task scheduling: PPO algorithm approach
Research topic: Trustable plant disease detection using explainable deep learning approach