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Tag: AI/ML

Fast Machine Learning-Enabled Uncertainty Quantification for Radiological Mapping

the image shows the radiological mapping and image reconstruction process. A detector system carried by an unmanned aerial vehicle scans the field to measure the counts due to environmental background and potential radioactive sources. The data collected during the mapping is processed on an edge computer. The major results output from the computer is a map showing the estimated radioactivity intensity.

(Determining) Matter Distribution Inside the Nucleons

Quest for Tritium Detection with Scientific CCDs Fueled by Deep Learning

A large metal item with wires

Machine Learning Methods Used to Control and Optimize the VENUS Ion Source

The superconducting ECR ion source VENUS is pictured with an AI-generated, cartoon, eight-armed computer that appears to be making adjustments to the source. Arms missing hands and the fact that the existing hands are all doing things not useful to source operation inspire questions of AI/ML’s readiness for either quality image generation or ion source operation.

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