| Full Name |
Lekishvili Giorgi |
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http://giorgi.lekishvili.info/ | | Date Of Birth |
1974-03-30 | | Education |
1991 Rustavi 21st grammar school, cum laude
1995 Javakhishvili University, summa cum laude
Programming languages Python/Jython, Java, C/C++, C#; lisp, ruby (less experienced)
Methods Soft modeling (PCR/PLS, etc.), Neural networks (Kohonen SOM, Counter-Propagation NN, Back-Propagation NN, RBF NN, etc.) Optimization (GA, SimAn)
Miscellaneous Linear algebra & graph theory algorithms, understanding of formal linguistics and compiler design
| | Position |
1998 Candidate of Chemical Sciences, Melikishvili Institute, Georgian Academy of Science
1998 Senior Researcher, Faculty of Chemistry, Javakhishvili University
1999-2001, 2003- Head of Laboratory of Modeling & Synthesis of Bioactive Compounds
1999, Feb-May Research group of Prof. Gasteiger, Computer-Chemie-Centrum, University of Erlangen
Nov 2000 – Jan 2001 Research group of Prof. Buydens, Catholic University of Nijmegen
May 2001 – Apr 2003 Research group of Prof. Gasteiger, Computer-Chemie-Centrum, University of Erlangen
| | Publications |
Lekishvili, G. On the Characterization of Molecular StereoStructure: 1. Cis-Trans Isomerism, J. Chem. Inf. Comput. Sci., 1997, 37, 924-928.
Lekishvili, G. On the Characterization of Molecular StereoStructure: 2. The invariants of the Two-dimensional Graphs. MATCH - Commun. Math. Comput. Chem., 2001, 43, 136-152;
Lekishvili, G. The Data. In: Chemoinformatics, A Textbook. Gasteiger, J, Engel, T., Eds. Wiley-VCH, Weinhem, 2003.
Lekishvili, G. A New Molecular Descriptor Based on the Kernel of Atomic Properties: 1. General Concepts. Georg. Chem. J. 2004, 4, 333-334.
Lekishvili, G. A New Molecular Descriptor Based on the Kernel of Atomic Properties: 2. Benchmark Steroid Dataset. 2006 (to be submitted - the abstract available from http://docs.lekishvili.info/kap2.doc)
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| | Scientific interests |
Chemoinformatics, chemical graph theory, artificial intelligence in chemistry
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? | | Department |
Computational Sciences |