National Technology & Engineering Solutions of Sandia, LLC

Jaideep Ray

Rosalie A Multari

Lisa A Walla

Shawn Martin

Lisa Michelle Miller

Paul Girard Cummings, Jr

Nishant Bhupendra Patel

Robert Ferrizz

Curtis Co

A computing system obtains test data for a particle source. The test data was generated by the particle source when the particle source was caused to emit particles. The test data comprises a first set of measurements of a first type and a second set of measurements of a second type. The computing system applies a data agnostic predictive model to the test data. The data agnostic predictive model is generated without a parametric analysis of variables of the first type and variables of the second type. The data agnostic predictive model outputs, based upon the test data, a value that is indicative of whether or not the test data is abnormal. Based upon the value, the computing system outputs an indication that the particle source was operating sub-optimally when emitting the particles.

Systems and methods for screening particle source manufacturing and development test data

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Tracy, CA, United States of America

Jaideep Ray