aiqbench analysis

This research applies Kalman filtering techniques directly within ultracold atom systems to stabilize magnetic fields using the atoms as intrinsic magnetometers, addressing a critical noise source that limits quantum coherence times. By quantifying the trade-off between measurement precision and atom loss, this work advances control protocols essential for scaling up trapped-ion and neutral-atom qubit architectures.