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Transportation Science Expert
1 week ago
At DTU Management, we invite applications for two PhD positions within the Division for Transportation Science. These positions are part of the research project IMMERSION: Explaining human decision-making by combining choice and process data, funded by a European Research Council (ERC) Starting Grant.
About the ProjectThe goal of this project is to advance the study of human decision-making by developing new innovative methods for combining choice and neurophysiological process data. This entails new models for integrating choice and process data, new statistical inference procedures tailored to such models, and new methods for collecting rich behavioural data in immersive experiments.
Job DescriptionWe seek applicants with a master's degree in transport, mathematics, statistics, computer science, economics, psychology, human factors, civil engineering, industrial engineering or a related discipline. You will be responsible for developing and testing new flexible modelling and fast estimation approaches for combining choice and process data using probabilistic machine learning methods.
Responsibilities- Formulate and test new modelling approaches at the interface of machine learning, cognitive psychology, economics and statistics for explaining and predicting human behaviour and decision-making using both choice data and neurophysiological process data.
- Design, implement and conduct immersive virtual reality experiments to study human behaviour and decision-making in the context of future transport and infrastructure systems.
You must have experience in mathematical modelling, statistics, machine learning, artificial intelligence, design and implementation of virtual reality experiments, data collection and analysis. Proficient English language skills as well as programming skills in Python, Julia, R or similar are required.
About UsDTU Management is a leading technical university globally recognised for the excellence of its research, education, innovation and scientific advice. We offer a rewarding and challenging job in an international environment.
