Search Results for author: Carlos Sánchez Muñoz

Found 2 papers, 2 papers with code

Classification and reconstruction of optical quantum states with deep neural networks

1 code implementation3 Dec 2020 Shahnawaz Ahmed, Carlos Sánchez Muñoz, Franco Nori, Anton Frisk Kockum

For pure states with additive or convolutional Gaussian noise, the QST-CGAN is able to adapt to the noise and reconstruct the underlying state.

General Classification Quantum State Tomography

Quantum State Tomography with Conditional Generative Adversarial Networks

1 code implementation7 Aug 2020 Shahnawaz Ahmed, Carlos Sánchez Muñoz, Franco Nori, Anton Frisk Kockum

We augment a CGAN with custom neural-network layers that enable conversion of output from any standard neural network into a physical density matrix.

Quantum State Tomography

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