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Found 4 papers, 1 papers with code
Self-testing with finite statistics enabling the certification of a quantum network link
Self-testing is a method to certify devices from the result of a Bell test.
Quantum Physics
Setting up experimental Bell test with reinforcement learning
Finding optical setups producing measurement results with a targeted probability distribution is hard as a priori the number of possible experimental implementations grows exponentially with the number of modes and the number of devices.
Control of Stochastic Quantum Dynamics by Differentiable Programming
We apply this approach to the state preparation and stabilization of a qubit subjected to homodyne detection.
An exponentially-growing family of universal quantum circuits
Independently, angle-embedded supervised quantum neural networks were shown to produce truncated Fourier series with a degree directly dependent on two factors: the depth of the encoding and the number of parallel qubits the encoding applied to.
