The study of range-scaling transformation of nanoparticle compounds on thin films of gold-centered monolayer protected nanoparticles by molecular modeling
Journal Title: Asian Journal of Nanoscience and Materials - Year 2018, Vol 1, Issue 1
Abstract
A quantitative structure–retention relation (QSRR) study was conducted on the range-scaling transformation (Xa) of the nanoparticle compounds which obtained by comprehensive two-dimensional gas chromatography (GC×GC) stationary phases consisting of thin films of the gold-centered monolayer protected nanoparticles (MPNs) system. The genetic algorithm was used as descriptor selection and model development method. Modeling of the relationship between the selected molecular descriptors and the retention time was achieved by linear (partial least square; PLS) and nonlinear (Levenberg-Marquardt artificial neural network; L-M ANN) methods. Linear and nonlinear methods resulted in an accurate prediction whereas more accurate results were obtained by L-M ANN model.
Authors and Affiliations
Mehrdad Shahpar, Sharmin Esmaeilpoor
Keywords
Related Articles
- EP ID EP258217
- DOI -
- Views 111
- Downloads 0
Facile green synthesis of fluorescent carbon quantum dots from citrus lemon juice for live cell imaging
Facile and green one pot hydrothermal method was used for synthesis of fluorescent carbon quantum dots (CQDs) using citrus lemon juice as precursor. The synthesized CQDs were characterized using UV–Vis spectrophotometer,...
Production of methyl ester biofuel from sunflower oil via transesterification reaction
methyl ester is a liquid biofuel obtained by chemical processes from vegetable oils or animal fats and an alcohol that can be used in diesel engines, alone or blended with diesel oil.in this study , the transesterificati...
RECENT RESEARCH INNOVATIONS IN DRUG DELIVERY ‘THROUGH AND TO’ OCULAR ROUTE
Delivery of API molecules to the brain is a challenging task. The main aim of this review is to present ocular route as a powerful region and focus on the various Nano-formulations. Various efforts in ocular drug deliver...
Effect of Aloe vera on synthesis of nano Tin (iv) oxide
Tin (IV) oxide (SnO2) is a compound semiconductor which has been used for gas sensing and fluoride removal. SnO2 was synthesized with tin chloride as a precursor by sol gel method. Aloe vera was added during the preparat...
One Pot synthesis of 2-substituted benzothiazoles catalyzed by Bi2O3 nanoparticles
A convenient and efficient synthesis of 2-substituted benzothiazole derivatives are carried out by the one-pot reaction of 2-aminothiophenol with various aromatic aldehydes in using Bi2O3 nanoparticles as a catalyst at 6...