Data Analysis Using the R Project for Statistical Computing - NERSC
Data Analysis Using the R Project for Statistical Computing - NERSC
Data Analysis Using the R Project for Statistical Computing - NERSC
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KnowledgediscoveryinLWFAscienceviamachinelearning• PI:C.Geddes(LBNL)inSciDACCOMPASSproject,Incite.• Accomplishments:– Describedcompactelectroncloudsusingminimumenclosingellipsoids;– Developedalgorithmstoadaptmixturemodelclusteringtolargedatasets;• ScienceImpact:– Automateddetec8onandanalysisofcompactelectronclouds;– Deriveddispersionfeaturesofelectronclouds;– Extensiblealgorithmstoo<strong>the</strong>rscienceproblems;• Collaborators:– Tech‐X– MathGroup,LBNL– UCDavis,UniversityofKaiserlauterntime steps