Machine learning in scientific grant review: algorithmically predicting project efficiency in high energy physics

HIGHLIGHTS

  • who: Vlasta Sikimiu0107 from the University of Tu00fcbingen, Tu00fcbingen, Germany have published the research work: Machine learning in scientific grant review: algorithmically predicting project efficiency in high energy physics, in the Journal: (JOURNAL)
  • what: The authors propose a two-stage method, which represents a novel approach to the optimization of scientific projects. To explain the idea of DEA, the authors provide a motivating example. For each project, the authors seek the greatest efficiency score. The authors show the results of the predictive analyses where the authors applied several algorithms for estimating efficiencies in HEP.
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