Quantum Informatics Team

Quantum Computing Team at the Center for Artificial Intelligence

The Quantum Computing Team at the Center for Artificial Intelligence conducts research and projects in the field of quantum computing, focusing on three main areas:

* Quantum electrodynamics simulations

* Quantum-optical phenomena in the context of machine learning

* Integer factorization and post-quantum cryptography algorithms

The team organizes seminars and workshops to share knowledge and promote collaboration in these innovative fields.

Research Topics

Quantum Electrodynamics Simulations

Our research focuses on simulating and optimizing quantum error correction mechanisms. We analyze damping processes in open quantum systems to enhance quantum technologies. We work on finding ways to compensate for destructive dissipation effects and implementing autonomous quantum error correction. Our studies have potential applications in quantum chemistry, metrology, and information processing.

Quantum-Optical Phenomena for Kernel Methods in Machine Learning (QML)

We investigate fundamental quantum-optical phenomena for their potential applications in information processing and communication. We utilize quantum-assisted machine learning (QML) methods to solve complex classification problems and detect anomalies in intricate quantum states. Our work contributes to improving the reliability of quantum networks and quantum computing, with potential applications in quantum chemistry, natural language processing, and other fields.

Integer Factorization and Post-Quantum Cryptography Algorithms (PQC)

We explore quantum algorithms that address integer factorization problems, crucial for the security of RSA cryptography, and develop cryptographic algorithms resistant to quantum attacks. We focus on designing efficient algorithms and integrating quantum-resistant protocols with existing cryptographic systems to create stable hybrid solutions. Our research aims to enhance post-quantum cryptography standards.

We invite collaboration and participation in our seminars and research projects to shape the future of quantum technologies together.

Team Members

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Professor UAM

Karol Bartkiewicz

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PhD

Bartosz Naskręcki

A Mathematician Interested in Geometry, Programming, and Machine Learning Homepage: https://bnaskrecki.faculty.wmi.amu.edu.pl

PhD

Piotr Mizerka

I am an assistant professor at Faculty of Mathematics and Computer Science of Adam Mickiewicz University in Poznań. I work in the area of geometric group theory, focusing on topics related to Kazhdan’s property (T).

PhD

Łukasz Michalak

A mathematician passionate about geometric and computational topology and their connections to group theory. https://www.researchgate.net/profile/Lukasz-Michalak-3