1. Program in Bioinformatics and Computational Biology, Graduate School Chulalongkorn University Bangkok Thailand
2. Center of Excellence in Computational Chemistry, Department of Chemistry, Faculty of Science Chulalongkorn University Bangkok Thailand
3. Department of Botany, Faculty of Science Chulalongkorn University Bangkok Thailand
4. Center of Excellence in Biocatalyst and Sustainable Biotechnology, Faculty of Science Chulalongkorn University Bangkok Thailand
5. School of Mathematics and Natural Sciences University of Southern Mississippi Hattiesburg Mississippi USA