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OMB Individually Reported

Nanoparticle growth kinetics and mechanism

Low riskExact public inventory row

Description

AI is used to digitalize the nanoparticle from TEM images. Morphology and crystalline feature will be made available through AI. Combining with kinetics modeling, AI detects critical material transformation event. The CFN TEM facility will be enhance

Detailed example

AI is used to digitalize the nanoparticle from TEM images. Morphology and crystalline feature will be made available through AI. Combining with kinetics modeling, AI detects critical material transformation event. The CFN TEM facility will be enhanced by AI pipelines.

AI / analytics pattern

Classical/Predictive Machine Learning: Models trained on data to make predictions or classifications based on identified patterns or relationships.

Automation level / stage

a) Pre-deployment – The use case is in a development or acquisition status.

Expected benefit

AI is used to digitalize the nanoparticle from TEM images. Morphology and crystalline feature will be made available through AI. Combining with kinetics modeling, AI detects critical material transformation event. The CFN TEM facility will be enhanced by AI pipelines.

Audit / financial statement impact

Does not meet definition

Controls / human review

ATO: Not reported; PIA: Not published

Source

OMB 2025 Federal Agency AI Use Case Inventory

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