The Quantum Information Group (QIG), led by Dr. Marius Paraschiv, is focused on advancing the field of quantum communication and computing in the areas of quantum networking and quantum predictive algorithms. Quantum networks represent the backbone of the future Quantum Internet, a global communications infrastructure able to transmit both classical and quantum data over large distances. Their functional purpose is to share entanglement between nodes thus enabling quantum protocols such as QKD and state teleportation. Our efforts are focused on bipartite and multipartite entanglement sharing and efficient entanglement routing protocols. A second research direction is concerned with network-based predictive algorithms, particularly quantum graph neural networks and more general relational learning algorithms, expanding traditional machine learning approaches to the quantum domain, with important applications in fields such as chemistry, biology or materials science.
Research
Intern Student
AAAI International Conference on Web and Social Media. Buffalo, New York, USA. June 2024
ACM International Conference on Advances in Geographic Information Systems. Seattle, Washington, USA. November 2022
International AAAI Conference on Web and Social Media (ICWSM. Atlanta, Georgia, USA. June 2022
Journal of Marine Science and Engineering. https://doi.org/10.3390/jmse10060736. Volume 10 , MDPI. ISSN: 2077-1312. May 2022
The 20th ACM Internet Measurement Conference (ACM IMC 2020). Virtual event. October 2020
Global OCEANS 2020: Singapore – U.S. Gulf Coast. Virtual Conference. October 2020
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