Gregory A. Bakken, Ph.D.

Affiliations: 
Pennsylvania State University, State College, PA, United States 
Area:
Computational Chemistry
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"Gregory Bakken"
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Peter C. Jurs grad student 2001 Penn State
 (Prediction of chemical properties and biological activities of organic compounds from molecular structure and use of pattern recognition techniques for the analysis of data from an optical sensor array.)
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Publications

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Rai BK, Bakken GA. (2013) Fast and accurate generation of ab initio quality atomic charges using nonparametric statistical regression. Journal of Computational Chemistry. 34: 1661-71
Bakken GA, Bell AS, Boehm M, et al. (2012) Shaping a screening file for maximal lead discovery efficiency and effectiveness: elimination of molecular redundancy. Journal of Chemical Information and Modeling. 52: 2937-49
Lombardo F, Obach RS, Dicapua FM, et al. (2006) A hybrid mixture discriminant analysis-random forest computational model for the prediction of volume of distribution of drugs in human. Journal of Medicinal Chemistry. 49: 2262-7
Bakken GA, Jurs PC. (2001) QSARs for 6-azasteroids as inhibitors of human type 1 5alpha-reductase: prediction of binding affinity and selectivity relative to 3-BHSD. Journal of Chemical Information and Computer Sciences. 41: 1255-65
Bakken GA, Kauffman GW, Jurs PC, et al. (2001) Pattern recognition analysis of optical sensor array data to detect nitroaromatic compound vapors Sensors and Actuators, B: Chemical. 79: 1-10
Bakken GA, Jurs PC. (2001) QSARs for 6-Azasteroids as Inhibitors of Human Type 1 5α-Reductase: Prediction of Binding Affinity and Selectivity Relative to 3-BHSD Journal of Chemical Information and Computer Sciences. 41: 1255-1265
Jurs PC, Bakken GA, McClelland HE. (2000) Computational methods for the analysis of chemical sensor array data from volatile analytes. Chemical Reviews. 100: 2649-78
Bakken GA, Jurs PC. (2000) Classification of multidrug-resistance reversal agents using structure-based descriptors and linear discriminant analysis. Journal of Medicinal Chemistry. 43: 4534-41
Bakken GA, Jurs PC. (1999) Prediction of Hydroxyl Radical Rate Constants from Molecular Structure Journal of Chemical Information and Computer Sciences. 39: 1064-1075
Bakken GA, Jurs PC. (1999) Prediction of methyl radical addition rate constants from molecular structure Journal of Chemical Information and Computer Sciences. 39: 508-514
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