The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Sep. 29, 2026
Filed:
May. 03, 2022
Technion Research & Development Foundation Limited, Haifa, IL;
Hossam Haick, Haifa, IL;
Arnab Maity, Haifa, IL;
Abstract
A method and system in the present invention allow to detect and analyse chemical compounds in a sample subjected to chromatographic separation on a layered medium. The system comprises a detector comprising an array of sensors printed on each layer of the separating medium, and providing information on the presence and properties of the tested compounds in the sample. The machine-learning methods used in the method of the invention are shown to be the methods of choice when analysing the spectrometry data, for example μGC data, in a variety of scenarios and in a variety of applications, including real-time molecular analysis. These machine-learning methods can effectively learn the spectroscopic and chromatographic models taking into account various kinetic and thermodynamic parameters and by that constitute an advantageous alternative to traditional spectroscopic and chromatographic analytical methods.