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Evolutionary molecular structure determination using grid-enabled data mining

  • SUNY Buffalo

Research output: Contribution to journalArticlepeer-review

11 Scopus citations

Abstract

A new computational framework is developed for the evolutionary determination of molecular crystal structures using the Shake-and-Bake methodology. Genetic algorithms are performed on the SnB results of known structures in order to optimize critical parameters of the SnB computer program. The determination of efficient SnB input parameters can significantly reduce the time required to solve unknown molecular structures. Further, the grid-enabled data mining approach that we introduce exploits computational cycles that would otherwise go unused.

Original languageEnglish
Pages (from-to)1057-1071
Number of pages15
JournalParallel Computing
Volume30
Issue number9-10
DOIs
StatePublished - Sep 2004

Keywords

  • Data mining
  • Evolutionary methods
  • Genetic algorithms
  • Grid computing
  • Shake-and-Bake
  • Structure determination

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