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08/23/2023
Quantum-Noise-driven Generative Diffusion Models
Generative models realized with machine learning techniques are powerful...
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06/27/2023
Machine-learning based noise characterization and correction on neutral atoms NISQ devices
Neutral atoms devices represent a promising technology that uses optical...
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01/12/2023
Deep learning enhanced noise spectroscopy of a spin qubit environment
The undesired interaction of a quantum system with its environment gener...
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05/01/2022
Experimental quantum pattern recognition in IBMQ and diamond NVs
One of the most promising applications of quantum computing is the proce...
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02/09/2022
Noise fingerprints in quantum computers: Machine learning software tools
In this paper we present the high-level functionalities of a quantum-cla...
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09/23/2021
Learning the noise fingerprint of quantum devices
Noise sources unavoidably affect any quantum technological device. Noise...
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01/08/2021
Machine learning approach for quantum non-Markovian noise classification
In this paper, machine learning and artificial neural network models are...
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06/29/2020