Software Development of a Partial Least Squares Regression Analysis Program for Chemical Engineering Applications
January 1, 2014SpectraSensors, Inc. Engineering, 2013-14
Liaison(s): Adam Chaimowitz, Gary Yeh, Sherry Liu
Advisor(s): Anthony Bright
Students(s): Sami Mourad (TL-S), Adam Parower (TL-F), Eric Storm (S), Leif Park Jordan (S), Gurchetan Singh (F), Michelle Wei (F)
The goal of this project is to develop a standalone software package written in C that is able to perform a partial least squares regression, prediction and cross-validation for chemical analysis. The software program should be optimized for accuracy and speed, and its performance should be comparable to that of commercially-available calibration engines.