Regularization via f‐Divergence: An Application to Multi‐Oxide Spectroscopic Analysis
Abstract In this paper, we explore the application of convolutional neural networks (CNNs) for predicting the chemical composition of complex geologic samples in a simulated Martian atmospheric environment. Specifically, we aim to characterize oxide weight percentages (wt.%) of rock samples analyzed by remote Laser‐Induced Breakdown Spectroscopy (LIBS),
Weizhi Li +5 more
wiley +1 more source
The Use of Metabolomics Approach in the Combination with Multivariate Data Analysis for the Identification of Non-Halal Meats: A Narrative Review. [PDF]
Rohman A +6 more
europepmc +1 more source
Untangling nutrient co‐regulation of ombrotrophic peatland development
Multi‐method (FTIR, FT‐NIR and TGA) approaches characterizing the organic peat constituents at Holcroft Moss reveal a record of switches that reflect broadly hydroclimate variability governing the decomposition patterns. There are periods, however, where hydroclimate does not fully explain the variability observed and instead changes appear linked to ...
Richard C. Chiverrell +6 more
wiley +1 more source
FTIR-ATR Spectroscopy and Chemometrics for Varietal Screening of PDO Douro Monovarietal Wines: An Exploratory Feasibility Study. [PDF]
Vieira  +8 more
europepmc +1 more source
ABSTRACT Objectives This study aimed to assess biochemical differences in peri‐implant crevicular fluid (PICF) using ATR‐FTIR spectroscopy and multivariate analysis, through a between‐participant comparison of healthy and peri‐implantitis (PI) sites, and a within‐participant comparison of PI‐PICF and GCF from contralateral periodontal healthy teeth ...
Francisco Maligno +2 more
wiley +1 more source
A Comprehensive Review on Minimally Destructive Quality and Safety Assessment of Agri-Food Products: Chemometrics-Coupled Mid-Infrared Spectroscopy. [PDF]
Keithellakpam LB +4 more
europepmc +1 more source
AI-Powered Advances in Data Handling for Enhanced Food Analysis: From Chemometrics to Machine Learning. [PDF]
Kharbach M.
europepmc +1 more source
Identification of dyes on fabric exposed to lake and ocean water using near-infrared excitation Raman spectroscopy. [PDF]
Sasaki C +3 more
europepmc +1 more source
UPLC-QDA combined with pharmacology and chemometrics to analyze the correlation between the processing technology and color of Siegesbeckiae herba. [PDF]
Hou A +6 more
europepmc +1 more source

