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quant-ph2025★ 1 cited
Smarter Usage of Measurement Statistics Can Greatly Improve Continuous Variable Quantum Reservoir Computing
Markku Hahto, Johannes Nokkala
Quantum reservoir computing is a machine learning scheme in which a quantum system is used to perform information processing. A prospective approach to its physical realization is…
quant-ph2025
Stability of Continuous Time Quantum Walks in Complex Networks
Adithya L J, Johannes Nokkala, Jyrki Piilo +1
We investigate the stability of continuous-time quantum walks (CTQW) across cycle, complete, star, Erdős-Rényi, small-world, and scale-free topologies under energy-based intrinsic…