Exploring Quantum Noise: A Comprehensive Research Design Approach

Our research design focuses on four key phases: data collection, model architecture, reinforcement learning, and experimental validation. We utilize quantum simulators and advanced models to optimize quantum control sequences, paving the way for breakthroughs in quantum noise characterization and prediction in real-world applications.