PhD Stipend/Integrated Stipend in representation, compression, learning, and inference for classical and quantum data
Vacant position
PhD Stipend/Integrated Stipend in representation, compression, learning, and inference for classical and quantum data

Vacant position
PhD Stipend/Integrated Stipend in representation, compression, learning, and inference for classical and quantum data

Job description
The Center for Classical Communication in the Quantum Era(CLASSIQUE) is a pioneering research initiative at Aalborg University, Denmark, and is headed by Prof. Petar Popovski. The center aims to revolutionize communication systems for the quantum age. As quantum technologies rapidly advance, CLASSIQUE focuses on a critical challenge: how to evolve classical communication networks to support both traditional data and the unique requirements of quantum information systems(https://www.classique.aau.dk). CLASSIQUE will address a suite of fresh research challenges defined by the intersection of digital applications that have real-time requirements and quantum resources that are time-constrained due to the decoherence and volatility. CLASSIQUE is organized into four research thrusts that rely upon interdisciplinary competences in: communication theory, networking, information theory, physics, mathematics, computer science, and statistics.
This PhD project falls under Research Thrust RT3 on representation, compression, learning, and inference for classical and quantum data exchanged through classical and quantum networks. The objective of the PhD study is to explore and address research and design challenges that include(but are not limited to):
- Efficient compression of quantum data under unreliable entanglement assistance
- Joint compression and error correction for robust communication in the quantum-classical internet
- Quantum embeddings for machine learning
- Networked quantum sensing supported by distributed classical communication
Prospective applicants to this PhD proposal should have the following qualifications:
- M.Sc. degree in electrical engineering, communications engineering, mathematical engineering, mathematics, computer science or similar;
- Solid mathematical and analytical skills, including signal processing, optimization, or information theory;
- Experience in programming, e.g., in C++, Python or Matlab. Experience with quantum simulators, such as NetSquid, is a plus;
- Familiarity with the basic concepts of quantum information and quantum computing;
- Curiosity to research and develop new solutions in collaboration with senior and junior researchers within the research group and the Center CLASSIQUE;
- Readiness to collaborate with the researchers from other disciplines within the Center CLASSIQUE.
Applicants are required to submit, along with their application documents, a one-page statement, indicating their vision for research to be conducted in relation to the project topics outlined above.
The successful candidate will be hosted by the Section on AI& Sound that is part of the CLASSIQUE center. This section is led by Prof. Jan Østergaard, who also heads Research Thrust 3(RT3) within the center. A dedicated supervisory team composed of experts from the departments of electronic systems, computer science, and mathematics will be assembled to support the interdisciplinarity of the PhD project. The CLASSIQUE Center provides a world-class research environment, outstanding working and networking opportunities, and full employment benefits, including a competitive salary.
You may obtain further information from Prof. Jan Østergaard, Department of Electronic Systems, email:jo@es.aau.dk, concerning the scientific aspects of the stipend.
PhD stipends are allocated to individuals who hold a Master's degree. PhD stipends are normally for a period of 3 years.
Integrated PhD stipends are allocated to individuals who has not yet completed a Master’s degree and who wish to begin the PhD study in connection with the Master study. Thus a prerequisite for acceptance is that the candidate is enrolled in a relevant Master’s programme, such as Electronic Systems, Mathematical Engineering, Software, etc.
The integrated stipend consists of two parts, A and B. During part A you are enrolled simultaneous in the Master’s programme and in the PhD programme. The stipend consists of two SU-PhD Grants per month(SU=The Danish students’ Grants and Loans Scheme). One SU-PhD grant equals DKK 6.397 kr.(2023 level). SU-PhD Grants are paid for a maximum of two years. When the Master’s degree has been obtained, you will be employed for two years as a PhD fellow according to the present collective agreement. Part B has a maximum duration of two years.
It is a prerequisite for allocation of the stipend that the candidate will be enrolled as a PhD student at the Technical Doctoral School of IT and Design in accordance with the regulations of Ministerial Order No. 1039 of August 27, 2013 on the PhD Programme at the Universities and Certain Higher Artistic Educational Institutions. According to the Ministerial Order, the progress of the PhD student shall be assessed at regular points in time.
The assessment of candidates for the position will be carried out by qualified experts.
Shortlisting will be applied. This means that after the application deadline, the head of the department, with the assistance of the hiring committee, will select the applicants to be assessed. All applicants will be informed whether they have been shortlisted for assessment or not.
When the hiring process is completed, a final rejection will be sent to the applicants who are not considered for the position.
For further information about stipends and salary as well as practical issues concerning the application procedure contact Ms. Lisbeth Diinhoff, The Doctoral School at The Technical Faculty of IT and Design, email:ld@adm.aau.dk.
For more information of The Technical Doctoral School of IT and Design:www.phd.tech.aau.dk
The application is only to be submitted online by using the"Apply online" button below.
AAU wishes to reflect the diversity of society and welcomes applications from all qualified candidates regardless of personal background or belief.
The hiring process at Aalborg University may include a risk assessment as a tool to identify potential risks associated with new hires, ensuring the safety, compliance, and integrity of the workplace.
Wages and employment
Ref number
8-25036
Deadline
Appointment and assessment process