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Quantum error mitigation using Zero Noise Extrapolation (ZNE) in indirect-control system

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indirect-zne


Quantum error mitigation with Zero Noise Extrapolation (ZNE) approach for indirect controlled system.

Configuration file

Parameters Explanation
nqubit type: int, number of qubits.
state type: str, Density matrix or state vector formalism, acceptable values: DMatrix, Satevector
layer type: int, depth of the circuit.
etime type: bool, calculates the execution time for eigen solver.
optimization.status type: bool, minimizes the cost function with respect to parameters.
optimization.algorith type:str, minimization algorithm used by scipy.optimize.minimize(), acceptable values: SLSQP, BFGS etc. See the SciPy official documentation for more details.
optimization.iteration type: int, how many times the optimization is performed.
optimization.constraint type: bool, applies time constraint to parameters, supported by only SLSQP algorithm.
circuit.draw type:bool, draws the circuit figure.
circuit.ansatztype type: str, the Hamiltonian model to be used in time evolution gate, acceptable values: xy,ising, hardware
circuit.time.min type: float, lower bound of time duration in the time-evolution gate.
circuit.time.max type: float, upper bound of time duration in the time-evolution gate.
circuit.coefficients.cn type:float
circuit.coefficients.bn type: float
circuit.coefficient.r type: float
circuit.noise.status type: bool, turn on/off the noise.
circuit.noise.value type: list[float], noise probabilities for rotational gates, time-evolution gate, and Y gate respectively.
circuit.noise.factor type: list[int], noise factors for rotational gates, time-evolution gate, and Y gate respectively
param type: list[float] and str, initial parameters to be used.

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Quantum error mitigation using Zero Noise Extrapolation (ZNE) in indirect-control system

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