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Virtual screening and QSAR formulations for crystal chemistry

  • Rensselaer Polytechnic Institute

Research output: Contribution to journalArticlepeer-review

42 Scopus citations

Abstract

In this paper, we demonstrate how partial least squares multivariate analysis can be used to develop a Quantitative Structure-Activity Relationship (QSAR). The analysis is applied to the prediction of bulk modulus based on a combinatorial analysis of crystal-chemistry descriptors used in ab-initio calculations. The value of developing these QSAR formulations based on theoretical calculations is discussed in the context of its value as a screening tool for "virtual" compounds and chemistry.

Original languageEnglish
Pages (from-to)114-119
Number of pages6
JournalQSAR and Combinatorial Science
Volume24
Issue number1
DOIs
StatePublished - Feb 2005

Keywords

  • Ab-initio
  • Crystal chemistry
  • Modulus
  • Partial least squares (PLS)
  • QSAR

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