Johannes Nokkala
Turku Collegium for Science, Medicine and Technology (TCSMT) jsinok@utu.fi ORCID identifier: https://orcid.org/0000-0002-5052-9813 |
Graph theory;Network theory;Continuous variable quantum systems;Open quantum systems;Reservoir computing;Quantum reservoir computing
I am a Collegium Researcher at the Department of Physics and Astronomy of the University of Turku and I hold the Title of Docent (adjunct professor) in theoretical physics. I'm an internationally recognized expert in both complex quantum networks and quantum machine learning. I lead the Quantum Machine Learning & Complex Quantum Networks group at the University of Turku.
In our group, we consider quantum machine learning, complex quantum networks, and adjacent topics such as quantum computing. Our work on quantum machine learning has focused on quantum reservoir computing, a paradigm for turning a generic quantum system into a physical neural network, using the continuous variable states of multimode quantum optics platforms. We also consider all topics in the intersection of network theory and quantum sciences, inlcuding but not limited to: quantum Internet, network theory applied to quantum physics, and networks of interacting quantum systems.
See also my Google scholar page: https://scholar.google.com/citations?user=odjxzjEAAAAJ
I regularly teach the advanced level theoretical physics course Seminar in Theoretical Physics, held on odd years.
- Quantum reservoir computing in bosonic networks (2021)
- Proceedings of SPIE : the International Society for Optical Engineering
(A4 Refereed article in a conference publication ) - Spectral Density and non Markovianity Measurements via Graph State Simulation (2021) Proceedings Quantum Information and Measurement VI 2021, 1–5 November 2021, Washington, DC, United States Renault Paul, Nokkala Johannes, Treps Nicolas, Piilo Jyrki, Parigi Valentina
(A4 Refereed article in a conference publication ) - Local probe for connectivity and coupling strength in quantum complex networks (2018)
- Scientific Reports
(A1 Refereed original research article in a scientific journal) - Quantum complex networks (2018) Nokkala Johannes
(G5 Article dissertation ) - Reconfigurable optical implementation of quantum complex networks (2018)
- New Journal of Physics
(A1 Refereed original research article in a scientific journal) - Non-Markovianity over Ensemble Averages in Quantum Complex Networks (2017)
- Open Systems and Information Dynamics
(A1 Refereed original research article in a scientific journal) - Complex quantum networks as structured environments: engineering and probing (2016)
- Scientific Reports
(A1 Refereed original research article in a scientific journal) - Energy backflow in strongly coupled non-Markovian continuous-variable systems (2016)
- Physical Review A
(A1 Refereed original research article in a scientific journal)



