RADIO-NUCLIDE MIXTURE IDENTIFICATION USING MEDIUM ENERGY RESOLUTION DETECTORS

Patent №

US 8,538,728

Granted

2013-09-17

Filed 2010

Owner

LAWRENCE LIVEMORE NATIONAL SECURITY, LLC (LLNS)

Lab

AI components

2

ml · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

12770215

According to one embodiment, a method for identifying radio-nuclides includes receiving spectral data, extracting a feature set from the spectral data comparable to a plurality of templates in a template library, and using a branch and bound method to determine a probable template match based on the feature set and templates in the template library. In another embodiment, a device for identifying unknown radio-nuclides includes a processor, a multi-channel analyzer, and a memory operatively coupled to the processor, the memory having computer readable code stored thereon. The computer readable code is configured, when executed by the processor, to receive spectral data, to extract a feature set from the spectral data comparable to a plurality of templates in a template library, and to use a branch and bound method to determine a probable template match based on the feature set and templates in the template library.

Machine learningAI hardwareG16C 20/20G06F 18/24323G16C 20/70

AI classification

AI hardware1.00
Machine learning0.99
Vision0.07
Natural language0.01
Speech0.00
Knowledge representation0.00
Planning0.00
Evolutionary computation0.00

Ownership

LAWRENCE LIVEMORE NATIONAL SECURITY, LLC (LLNS)

assignment · 243890375

Assignors

NELSON, KARL EINAR

On an employer assignment, the assignors are typically the inventors.

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