AI RESEARCH
UA-Net: Uncertainty-Aware Network for TRISO Image Semantic Segmentation
arXiv CS.LG
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ArXi:2604.15542v1 Announce Type: cross Tristructural isotropic (TRISO)-coated particle fuels undergo dimensional changes and chemical reactions during high-temperature neutron irradiation. Post-irradiation materialography helps understand processes that impact fuel performance, such as coating integrity and fission product retention. Conventionally, experts manually evaluate features in thousands of cross sections of sub-mm-sized samples, which is tedious and subjective.