Chemometric model Pullulan quantification

Published: 6 January 2025| Version 1 | DOI: 10.17632/bbbkby47hh.1
Contributor:
BISWANATH MAHANTY

Description

The data set contains spectral data (UV-Vis) for Pullulan prepared at different concentrations in distilled water or in culture medium. The dataset also includes the codes for chemometric tools used for variable selection for each data sets.

Files

Steps to reproduce

Spectral data for polymers are available in spectra_pollulan_media_calibration.mat and spectra_pollulan_water_calibration.mat in 'temp' folder. The data contains spectrum (absorbance), wavelength, and concentration of polymer (g/L). Other scripts CARS-GA-PSO folder are for Full spectrum PLS, single variable calibrations, variable selection algorithms (100 repetitions) using GA, ABUSE, CARS, PSO variable selection. Finally scripts for figure generations are also provided.

Institutions

Karunya University

Categories

Biopolymer, UV-Visible Spectroscopy, Chemometrics, Mulitvariate Partial Least Squares Regression, Latent Variable Modeling

Licence