When convolutional neural networks meet laser-induced breakdown spectroscopy: End-to-end quantitative analysis modeling of ChemCam spectral data for major …

Y Yu, M Yao - Remote Sensing, 2023 - mdpi.com
Modeling the quantitative relationship between target components and measured spectral
information is an essential part of laser-induced breakdown spectroscopy (LIBS) analysis …

Automatic rock classification of LIBS combined with 1DCNN based on an improved Bayesian optimization

G Song, S Zhu, W Zhang, B Hu, F Zhu, H Zhang… - Applied Optics, 2022 - opg.optica.org
To achieve automated rock classification and improve classification accuracy, this work
discusses an investigation of the combination of laser-induced breakdown spectroscopy …

Spectral sensor fusion for prediction of Li and Zr in rocks: Neural network and PLS methods

M Dirks, D Turner, D Poole - Chemometrics and Intelligent Laboratory …, 2023 - Elsevier
Integrating information from multiple sensors, known as sensor fusion, is particularly
challenging for small datasets where selecting from the plethora of available methods poses …

[HTML][HTML] Improved Cd Detection in Rice Grain Using LIBS with Husk-Based XGBoost Transfer Learning

W Xie, J Xu, L Huang, Y Xu, Q Wan, Y Chen, M Yao - Agriculture, 2024 - mdpi.com
Cadmium (Cd) is a highly toxic metal that is difficult to completely eliminate from soil, despite
advancements in modern agricultural and environmental technologies that have …

Mineral informatics: origins

A Prabhu, SM Morrison, RM Hazen - … and Landmark Discoveries of the Last …, 2023 - Springer
As the most robust, information rich artifacts available for analysis and exploration, minerals
provide us insights about planetary origins and evolutions. The volume, variety, and velocity …

Planetary and space science special issue.

EA Lalla, M Konstantinidis - Journal of Chemometrics, 2023 - search.ebscohost.com
Chemical identification of microfossils from the 1.88-Ga Gunflint chert: towards empirical
biosignatures using laser ablation ionization mass spectrometer. Today more than ever …

[引用][C] Laser-induced breakdown spectroscopy

RS Harmon, C Fabre, GS Senesi - 2023 - Elsevier