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Capacity and Quantum Geometry of Parametrized Quantum Circuits

Capacity and Quantum Geometry of Parametrized Quantum Circuits

To harness the potential of noisy intermediate-scale quantum devices, it is paramount to find the best type of circuits to run hybrid quantum-classical algorithms. Key candidates are parametrized quantum circuits that can be effectively implemented on current devices. Here, we evaluate the capacity and trainability of these circuits using the …