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quant-ph2026
Quantum circuit partition as a maze: emerging percolation transition via path finding
P. Zentilini, M. Guatto, F. Preti +4
In quantum circuit optimization, circuit partitioning enables the optimization process to be parallelized across multiple devices. Each device is responsible for either reducing th…
quant-ph2025
Real-time adaptive quantum error correction by model-free multi-agent learning
Manuel Guatto, Francesco Preti, Michael Schilling +3
Quantum error correction (QEC) is essential for scalable quantum computing, yet existing approaches rely on static assumptions about noise that break down in realistic hardware, wh…
quant-ph2024
Improving robustness of quantum feedback control with reinforcement learning
Manuel Guatto, Gian Antonio Susto, Francesco Ticozzi
Obtaining reliable state preparation protocols is a key step towards practical implementation of many quantum technologies, and one of the main tasks in quantum control. In this wo…