Johannes Nokkala
jsinok@utu.fi |
Graph theory;Network theory;Continuous variable quantum systems;Open quantum systems;Reservoir computing
- Born, raised and educated in Turku
- Currently hard at work with his post-doctoral research.
- Likes: exercise, music, peace, coffee
- Dislikes: distractions
My doctoral thesis project focuses on networks of interacting quantum harmonic oscillators and in particular, on them as environments for an open quantum system, their probing via the open system, their transport properties, and their experimental implementation. I consider exact Gaussian dynamics of such networks. I am also interested in the application of graph and network theory in quantum mechanics in general. During my post-doctoral work I have also acquainted myself with reservoir computing, a form of unconventional computing suitable for implementation with physical systems, including quantum systems.
See also my Google scholar page: https://scholar.google.com/citations?user=odjxzjEAAAAJ
- State Transfer in Noisy Modular Quantum Networks (2025)
- Advanced Quantum Technologies
- Transfer and routing of Gaussian states through quantum complex networks with and without community structure (2025)
- Quantum
- Complex quantum networks : a topical review (2024)
- Journal of Physics A: Mathematical and Theoretical
- Retrieving past quantum features with deep hybrid classical-quantum reservoir computing (2024)
- Machine Learning: Science and Technology
- Experimental Optical Simulator of Reconfigurable and Complex Quantum Environment (2023)
- PRX Quantum
- Online quantum time series processing with random oscillator networks (2023)
- Scientific Reports
- Analytical Evidence of Nonlinearity in Qubits and Continuous-Variable Quantum Reservoir Computing (2021)
- Journal of Physics: Complexity
- Opportunities in Quantum Reservoir Computing and Extreme Learning Machines (2021)
- Advanced Quantum Technologies
- Quantum reservoir computing in bosonic networks (2021)
- Proceedings of SPIE : the International Society for Optical Engineering
- 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
- Local probe for connectivity and coupling strength in quantum complex networks (2018)
- Scientific Reports
- Quantum complex networks (2018) Nokkala Johannes
- Reconfigurable optical implementation of quantum complex networks (2018)
- New Journal of Physics
- Non-Markovianity over Ensemble Averages in Quantum Complex Networks (2017)
- Open Systems and Information Dynamics
- Complex quantum networks as structured environments: engineering and probing (2016)
- Scientific Reports
- Energy backflow in strongly coupled non-Markovian continuous-variable systems (2016)
- Physical Review A