PATENT CLAIM ANALYSIS

Application Number: 15998391
Application Type: Utility
Filing Date: 2018-08
Publication Date: 2019-03
Patent Classification: ["356", "318000"]

Abstract:
Non-linear methods for quantitative elemental analysis and mineral classification using laser-induced breakdown spectroscopy are disclosed. According to one embodiment, a method, comprises calculating concentrations of elements in a sample using a laser-induced breakdown spectroscopy (LIBS) instrument. The LIBS instrument implements a kernel partial-least-squares regression (KPLSR) analysis. The method further comprises displaying the concentrations of the elements according to the KPLSR analysis.

Claim (Index 2):
The method of  claim 1 , wherein the concentrations include a weight percentage of one or more of copiapite-group minerals, jarosite-group minerals, alunite-group minerals, clay, phyllosilicate, carbonate, igneous rock; olivines, basalts, dolomites, limestones, gypsums, river sediments, stream sediments, marine sediments, sulfates, carbonates, and oxy/hydroxides.

Metadata:
- Claim Count in Document: 3.0
- Percentile: 96.0
- Lexical Diversity: 1.61364
- Patent Class: 356.0
- Transitional Phrase Type: none
- Component Type: 0
- Foreign Priority: False
- Related Applications: ['14772555', '15360706', '15163028', '13128061', '14865413']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.6837586201590953
- 35 USC 102 Novelty (BERT): 0.4827786373379145
- Combined Prediction Score: 0.6636606218769773
- Mean Citation Score: 110.9212528
- Max Citation Score: 119.92736
- Similarity Product: 74.35407739162444

Labels:
- Claim Label 101: 1
- Claim Label 102: 1
- Claim Label 103: 0
- Claim Label 112: 1
- Combined Label: 1
- Label 101 Adjusted: 1

Dataset: test