Quantum Sensor

Quantum sensors leverage quantum mechanical phenomena to achieve measurement precision beyond classical limits, primarily aiming to enhance sensitivity and bandwidth for various applications. Current research heavily emphasizes integrating machine learning techniques, such as deep learning (including graph neural networks) and reinforcement learning, to optimize sensor performance and overcome limitations in model complexity and calibration. This fusion of quantum physics and artificial intelligence promises significant advancements in diverse fields, including magnetic field imaging, navigation, and materials characterization, by enabling more accurate and efficient measurements in complex environments.

Papers