AI for nanoparticle TEM/STEM has progressed from detection and segmentation to physics-informed restoration, 2D-to-3D inference, and spatiotemporal analysis of in situ dynamics, with remaining gaps in benchmarking and ground truth.
Metal Catalysts for Heterogeneous Catalysis: From Single Atoms to Nanoclusters and Nanoparticles
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The evolution of AI from image interpretation toward scientific inference in nanoparticle electron microscopy
AI for nanoparticle TEM/STEM has progressed from detection and segmentation to physics-informed restoration, 2D-to-3D inference, and spatiotemporal analysis of in situ dynamics, with remaining gaps in benchmarking and ground truth.