Researchers have made advancements in quantum correlation measurements using neural network methods. Various studies have explored efficient approaches to quantum state reconstruction, entanglement detection, and protecting nonlocal quantum correlations. The developments involve different techniques, including classical shadows, artificial neural networks, and weak measurements, to improve the understanding and manipulation of quantum correlations.