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.
Magnetic Nanoparticles: Synthesis, Anisotropy, and Applications
1 Pith paper cite this work, alongside 318 external citations. Polarity classification is still indexing.
1
Pith paper citing it
318
external citations · OpenAlex
fields
cond-mat.mtrl-sci 1years
2026 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
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.