Quantum technology and artificial intelligence
Contact person: Morten Hjorth-Jensen
Keywords: Quantum Technology, Quantum Computing, Artificial Intelligence and Machine Learning, Quantum materials
Research groups: Center for Materials Science (SMN), semiconductor Physics, Center for Computing in Science Education (Department of Physics), Hylleraas Centre for Quantum Molecular Sciences
Department of Physics, Department of Chemistry
Machine learning and artificial intelligence for quantum technologies, from deep learning solutions of quantum mechanical problems to studies of candidate systems relevant for quantum technologies and quantum sensors.
Development and studies of generative deep learning methods relevant for quantum technologies and quantum materials.
Development of quantum mechanical many-body methods to study entanglement between quantum systems.
Quantum engineering and quantum machine learning for designing optimal quantum circuits. This includes for example the realization of so-called quantum twins: developing theory and experiment tailored to specific experimental realizations.
Relevant topics from natural sciences or technology:
- Use of machine learning and in particular deep learning methods in order to predict optimal candidate systems for quantum materials.
- Theoretical studies of experimental realizations of quantum gates and circuits.
- Theoretical and experimental studies of properties of quantum materials.
- Theoretical and experimental studies of quantum sensing
- Studies of applications of quantum sensing
Application domains for quantum materials:
- Quantum materials
- Quantum Sensing and metrology
- Quantum computing and experimental realizations
- Development of quantum gates and circuits for experimental studies
- Implementation of quantum simulations for specific systems (e.g., quantum defects and quantum dots)
- Information processing
- Communication
- Cryptography
External partners:
- Norges Bank
- SINTEF AS
- Institute for Energy Technology
- Statkraft AS
- Kongsberg Maritime AS
- DNV AS
- Telenor ASA
Mentoring and internship will be offered by a relevant external partner.
