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By analyzing the trajectory of Brownian motion of nanoparticles in liquid using deep learning, researchers were able to identify spherical and rod-shaped gold nanoparticles, which cannot be distinguished using conventional nanoparticle tracking methods, with approximately 80% accuracy for the first time.
