Advanced PhD Scholarship in Quantum Optimization Techniques
1 week ago
About the Job
">This PhD scholarship offers a unique opportunity to contribute to the development of quantum computing solutions for transportation systems. As a researcher, you will work on investigating the potential of quantum models to enhance traffic network modeling and problem-solving.
">About the Research Focus
">Your research will focus on the following aspects:
">- ">
- Methological: Reviewing and modeling selected families of transportation problems that have the potential to be formulated as generic quantum models.">
- Development: Applying developed theoretical models for large-scale traffic network estimation, prediction, and control.">
- Experimental: Designing, testing, and assessing computational environments for simulating quantum model performance for selected large-scale transportation applications.">
About Your Responsibilities
">- ">
- Conducting systematic review of relevant mathematical formulations of traffic network models, quantum mechanics, and the quantum computing.">
- Identifying potential modelling frameworks.">
- Exploring and developing quantum mechanics-inspired mathematical formulations of quantum traffic models and testing their properties against classical (network or many-body) models.">
- Formulating and exploring algorithms of quantum computing for traffic prediction and for traffic control.">
- Implementing and validating these models in a HPC setting for alternative model design and assessment.">
- Conducting computational experiments in HPC environments.">
- Collaborating with researchers from computer science and transportation in a truly interdisciplinary environment.">
- Writing scientific papers aimed at high-impact journals.">
- Participating in international conferences.">
- Taking advanced classes to improve academic skills.">
- Teaching, teaching support, and BSc./MSc. co-supervision as part of the overall PhD contract.">
About Your Qualifications
">- ">
- Hold a two-year master's degree (120 ECTS points) or a similar degree in Applied Physics, Computer Science, Operations Research, or a related discipline.">
- Have an excellent record in mathematics (algebra, statistics, probability theory, and/or optimization) and programming skills in languages such as Python or C++.">
About Us
">DTU is a leading technical university in Denmark, known for its innovative research and education programs. We offer a stimulating work environment and opportunities for professional growth.
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