Module ml_error_mitigation

Module ml_error_mitigation 

Source
Expand description

Machine Learning-Based Quantum Error Mitigation

This module implements advanced error mitigation techniques that use machine learning to adaptively learn and correct quantum errors. This goes beyond traditional error mitigation by learning error patterns from quantum hardware and optimizing mitigation strategies in real-time.

Structsยง

AdaptiveErrorMitigation
Adaptive error mitigation strategy
CircuitFeatures
Circuit features for error prediction
MitigationMetrics
Metrics tracking mitigation performance
NeuralErrorPredictor
Neural network-based error predictor
TrainingExample
Training example for the neural error predictor