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08/28/2023
Identifying topology of leaky photonic lattices with machine learning
We show how machine learning techniques can be applied for the classific...
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04/10/2023
Exponentially Improved Efficient Machine Learning for Quantum Many-body States with Provable Guarantees
Solving the ground state and the ground-state properties of quantum many...
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02/06/2022
Estimating the Euclidean Quantum Propagator with Deep Generative Modelling of Feynman paths
Feynman path integrals provide an elegant, classically-inspired represen...
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12/03/2020
Classification and reconstruction of optical quantum states with deep neural networks
We apply deep-neural-network-based techniques to quantum state classific...
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08/07/2020