Location History:
- Albuquerque, NM (US) (2003 - 2010)
- Wolcott, NY (US) (2012)
Company Filing History:
Years Active: 2003-2012
Title: Michael R Keenan: Innovator in Spectral Analysis
Introduction
Michael R Keenan is a prominent inventor based in Albuquerque, NM (US). He has made significant contributions to the field of gas chromatography and mass spectroscopy, holding a total of 9 patents. His work focuses on developing methods that enhance the analysis of complex chemical data.
Latest Patents
One of his latest patents is titled "Method for factor analysis of GC/MS data." This invention provides a fast, robust, and automated multivariate statistical analysis of gas chromatography/mass spectroscopy (GC/MS) data sets. The method involves the systematic elimination of undesired, saturated peak masses to yield data that follow a linear, additive model. The cleaned data can then be subjected to a combination of Principal Component Analysis (PCA) and orthogonal factor rotation, followed by refinement with Multivariate Curve Resolution-Alternating Least Squares (MCR-ALS) to yield highly interpretable results.
Another notable patent is "Methods for spectral image analysis by exploiting spatial simplicity." This invention addresses the challenges of reducing vast quantities of raw spectral data to meaningful chemical information. By utilizing multivariate factor analysis techniques, such as PCA and Alternating Least Squares-based MCR, the method effectively extracts essential chemical information from high-dimensional spectral image data sets. The approach exploits the simplicity in the spatial domain, allowing for more physically accurate and interpretable spectral and abundance components to be extracted from spectral images.
Career Highlights
Michael R Keenan is currently employed at Sandia Corporation, where he continues to innovate in the field of chemical analysis. His work has significantly advanced the understanding and application of spectral analysis techniques.
Collaborations
Some of his notable coworkers include Paul G Kotula and Mark H Van Benthem, who have collaborated with him on various projects related to his patents.
Conclusion
Michael R Keenan's contributions to the field of spectral analysis have paved the way for more effective methods in chemical characterization. His innovative patents reflect his commitment to advancing scientific understanding and practical applications in this area.