A review of artificial neural network based chemometrics applied in laser-induced breakdown spectroscopy analysis
出版年份 2021 全文链接
标题
A review of artificial neural network based chemometrics applied in laser-induced breakdown spectroscopy analysis
作者
关键词
Laser-induced breakdown spectroscopy, Artificial neural network, Machine learning, Chemometrics, Classification
出版物
SPECTROCHIMICA ACTA PART B-ATOMIC SPECTROSCOPY
Volume 180, Issue -, Pages 106183
出版商
Elsevier BV
发表日期
2021-03-25
DOI
10.1016/j.sab.2021.106183
参考文献
相关参考文献
注意:仅列出部分参考文献,下载原文获取全部文献信息。- Single-shot compact spectrometer based standoff LIBS configuration for explosive detection using artificial neural networks
- (2020) Rajendhar Junjuri et al. OPTIK
- Determination of minor metal elements in steel using laser-induced breakdown spectroscopy combined with machine learning algorithms
- (2020) Yuqing Zhang et al. SPECTROCHIMICA ACTA PART B-ATOMIC SPECTROSCOPY
- Benchmark classification dataset for laser-induced breakdown spectroscopy
- (2020) Erik Képeš et al. Scientific Data
- Discrimination of Grape Seeds Using Laser-Induced Breakdown Spectroscopy in Combination with Region Selection and Supervised Classification Methods
- (2020) Yong He et al. Foods
- Convolutional neural network as a novel classification approach for laser-induced breakdown spectroscopy applications in lithological recognition
- (2020) Junxi Chen et al. SPECTROCHIMICA ACTA PART B-ATOMIC SPECTROSCOPY
- Advances in Laser-Induced Breakdown Spectroscopy analysis for geology: A critical review
- (2020) Cécile Fabre SPECTROCHIMICA ACTA PART B-ATOMIC SPECTROSCOPY
- Time-resolved optical characterization of the interaction between a laser produced plasma and a spark discharge
- (2020) H. Sobral et al. SPECTROCHIMICA ACTA PART B-ATOMIC SPECTROSCOPY
- Determination of the nutrient profile in plant materials using laser-induced breakdown spectroscopy with partial least squares-artificial neural network hybrid models
- (2020) Ping Yang et al. OPTICS EXPRESS
- Quantitative analysis modeling for the ChemCam spectral data based on laser-induced breakdown spectroscopy using convolutional neural network
- (2020) Xueqiang Cao et al. PLASMA SCIENCE & TECHNOLOGY
- Improvement of the performances of a commercial hand-held laser-induced breakdown spectroscopy instrument for steel analysis using multiple artificial neural networks
- (2020) F. Poggialini et al. REVIEW OF SCIENTIFIC INSTRUMENTS
- A laser-induced breakdown spectroscopy multi-component quantitative analytical method based on a deep convolutional neural network
- (2020) Lu-Ning Li et al. SPECTROCHIMICA ACTA PART B-ATOMIC SPECTROSCOPY
- Classification of challenging Laser-Induced Breakdown Spectroscopy soil sample data - EMSLIBS contest
- (2020) Jakub Vrábel et al. SPECTROCHIMICA ACTA PART B-ATOMIC SPECTROSCOPY
- A review of the current analytical approaches for evaluating, compensating and exploiting self-absorption in Laser Induced Breakdown Spectroscopy
- (2020) Fatemeh Rezaei et al. SPECTROCHIMICA ACTA PART B-ATOMIC SPECTROSCOPY
- Half-life determination of inorganic-organic hybrid nanomaterials in mice using laser-induced breakdown spectroscopy
- (2020) Yanwu Chu et al. Journal of Advanced Research
- Automatic preprocessing of laser-induced breakdown spectra using partial least squares regression and feed-forward artificial neural network: Applications to Earth and Mars data
- (2020) Ebo Ewusi-Annan et al. SPECTROCHIMICA ACTA PART B-ATOMIC SPECTROSCOPY
- On the detection of silicon in pig iron by LIBS
- (2020) G. Dilecce et al. OPTICS AND LASER TECHNOLOGY
- The SuperCam Instrument Suite on the NASA Mars 2020 Rover: Body Unit and Combined System Tests
- (2020) Roger C. Wiens et al. SPACE SCIENCE REVIEWS
- Application of Laser-Induced Breakdown Spectroscopy in Detection of Cadmium Content in Rice Stems
- (2020) Wei Wang et al. Frontiers in Plant Science
- Building a stable and accurate model for heavy metal detection in mulberry leaves based on a proposed analysis framework and laser-induced breakdown spectroscopy
- (2020) Liang Yang et al. FOOD CHEMISTRY
- Detecting REE-rich areas in heterogeneous drill cores from Storkwitz using LIBS and a combination of k-means clustering and spatial raster analysis
- (2020) Simon Müller et al. JOURNAL OF GEOCHEMICAL EXPLORATION
- Correction of Self-Absorption Effect in Calibration-Free Laser-Induced Breakdown Spectroscopy (CF-LIBS) with Blackbody Radiation Reference
- (2019) Tianqi Li et al. ANALYTICA CHIMICA ACTA
- EXPRESS: Deep Learning with Laser-Induced Breakdown Spectroscopy (LIBS) for Predicting Lead in Soil
- (2019) Yun Zhao et al. APPLIED SPECTROSCOPY
- Determination of Ash Content of coal by Laser-Induced Breakdown Spectroscopy
- (2019) Stefano Legnaioli et al. SPECTROCHIMICA ACTA PART B-ATOMIC SPECTROSCOPY
- Laser-induced breakdown spectroscopy (LIBS) for classification of wood species integrated with artificial neural network (ANN)
- (2019) Xutai Cui et al. APPLIED PHYSICS B-LASERS AND OPTICS
- Rapid identification of rice species by laser-induced breakdown spectroscopy combined with pattern recognition
- (2019) Ziyi Luo et al. APPLIED OPTICS
- Identifying Ancient Ceramics Using Laser-Induced Breakdown Spectroscopy Combined with a Back Propagation Neural Network
- (2019) Jiao He et al. APPLIED SPECTROSCOPY
- Use of fish scales in environmental monitoring by the application of Laser-Induced Breakdown Spectroscopy (LIBS)
- (2019) Lucilene Finoto Viana et al. CHEMOSPHERE
- Quantitative Analysis of Major Metals in Agricultural Biochar Using Laser-Induced Breakdown Spectroscopy with an Adaboost Artificial Neural Network Algorithm
- (2019) Hongwei Duan et al. MOLECULES
- Critical review and advices on spectral-based normalization methods for LIBS quantitative analysis
- (2019) Julian Guezenoc et al. SPECTROCHIMICA ACTA PART B-ATOMIC SPECTROSCOPY
- Machine Learning Allows Calibration Models to Predict Trace Element Concentration in Soils with Generalized LIBS Spectra
- (2019) Chen Sun et al. Scientific Reports
- Discrimination of hazardous bacteria with combination laser-induced breakdown spectroscopy and statistical methods
- (2019) Yu Zhao et al. APPLIED OPTICS
- Detection of soil organic matter from laser-induced breakdown spectroscopy (LIBS) and mid-infrared spectroscopy (FTIR-ATR) coupled with multivariate techniques
- (2019) Xuebin Xu et al. GEODERMA
- Rapid discrimination of the categories of the biomass pellets using laser-induced breakdown spectroscopy
- (2019) Xiaodan Liu et al. RENEWABLE ENERGY
- Laser-fluence dependence of signal enhancement in femtosecond double-pulse laser induced breakdown spectroscopy
- (2019) T. Somekawa et al. SPECTROCHIMICA ACTA PART B-ATOMIC SPECTROSCOPY
- Supervised and Semi-Supervised Self-Organizing Maps for Regression and Classification Focusing on Hyperspectral Data
- (2019) Felix M. Riese et al. Remote Sensing
- Quantitative Analysis of Ca, Mg, and K in the Roots of Angelica pubescens f. biserrata by Laser-Induced Breakdown Spectroscopy Combined with Artificial Neural Networks
- (2018) J. Wang et al. Journal of Applied Spectroscopy
- Development of intelligent sorting system realized with the aid of laser-induced breakdown spectroscopy and hybrid preprocessing algorithm-based radial basis function neural networks for recycling black plastic wastes
- (2018) Seok-Beom Roh et al. Journal of Material Cycles and Waste Management
- Discrimination of soft tissues using laser-induced breakdown spectroscopy in combination with k nearest neighbors (kNN) and support vector machine (SVM) classifiers
- (2018) Xiaohui Li et al. OPTICS AND LASER TECHNOLOGY
- Industrial polymers classification using laser-induced breakdown spectroscopy combined with self-organizing maps and K-means algorithm
- (2018) Yun Tang et al. OPTIK
- Multivariate calibration in Laser-Induced Breakdown Spectroscopy quantitative analysis: The dangers of a ‘black box’ approach and how to avoid them
- (2018) A. Safi et al. SPECTROCHIMICA ACTA PART B-ATOMIC SPECTROSCOPY
- Fast quantitative elemental mapping of highly inhomogeneous materials by micro-Laser-Induced Breakdown Spectroscopy
- (2018) S. Pagnotta et al. SPECTROCHIMICA ACTA PART B-ATOMIC SPECTROSCOPY
- Challenges in the quantification of nutrients in soils using laser-induced breakdown spectroscopy – A case study with calcium
- (2018) Madlen Rühlmann et al. SPECTROCHIMICA ACTA PART B-ATOMIC SPECTROSCOPY
- Combination of laser-induced breakdown spectroscopy and Raman spectroscopy for multivariate classification of bacteria
- (2018) D. Prochazka et al. SPECTROCHIMICA ACTA PART B-ATOMIC SPECTROSCOPY
- On the utilization of principal component analysis in laser-induced breakdown spectroscopy data analysis, a review
- (2018) Pavel Pořízka et al. SPECTROCHIMICA ACTA PART B-ATOMIC SPECTROSCOPY
- Identification of Polymer Materials Using Laser-Induced Breakdown Spectroscopy Combined with Artificial Neural Networks
- (2018) Myriam Boueri et al. APPLIED SPECTROSCOPY
- Rapid classification of archaeological ceramics via laser-induced breakdown spectroscopy coupled with random forest
- (2018) Juan Qi et al. SPECTROCHIMICA ACTA PART B-ATOMIC SPECTROSCOPY
- Classification and statistical analysis of hydrothermal seafloor rocks measured underwater using laser-induced breakdown spectroscopy
- (2018) Mallikarjun Yelameli et al. JOURNAL OF CHEMOMETRICS
- Detection of K in soil using time-resolved laser-induced breakdown spectroscopy based on convolutional neural networks
- (2018) Chengxu LU et al. PLASMA SCIENCE & TECHNOLOGY
- Rapid Determination of the Gross Calorific Value of Coal Using Laser-Induced Breakdown Spectroscopy Coupled with Artificial Neural Networks and Genetic Algorithm
- (2017) Zhimin Lu et al. ENERGY & FUELS
- A Novel Strategy of Clustering Informative Variables for Quantitative Analysis of Potential Toxics Element in Tegillarca Granosa Using Laser-Induced Breakdown Spectroscopy
- (2017) Lei-ming Yuan et al. Food Analytical Methods
- Qualitative and quantitative analysis of milk for the detection of adulteration by Laser Induced Breakdown Spectroscopy (LIBS)
- (2017) S. Moncayo et al. FOOD CHEMISTRY
- Classification and discrimination of coal ash by laser-induced breakdown spectroscopy (LIBS) coupled with advanced chemometric methods
- (2017) Tianlong Zhang et al. JOURNAL OF ANALYTICAL ATOMIC SPECTROMETRY
- Identification and classification of polymer e-waste using laser-induced breakdown spectroscopy (LIBS) and chemometric tools
- (2017) Vinicius Câmara Costa et al. POLYMER TESTING
- Identification of Coffee Varieties Using Laser-Induced Breakdown Spectroscopy and Chemometrics
- (2017) Chu Zhang et al. SENSORS
- Classification of wrought aluminum alloys by Artificial Neural Networks evaluation of Laser Induced Breakdown Spectroscopy spectra from aluminum scrap samples
- (2017) B. Campanella et al. SPECTROCHIMICA ACTA PART B-ATOMIC SPECTROSCOPY
- Application of self-organizing maps to the study of U-Zr-Ti-Nb distribution in sandstone-hosted uranium ores
- (2017) Jakub Klus et al. SPECTROCHIMICA ACTA PART B-ATOMIC SPECTROSCOPY
- Quantitative methods for compensation of matrix effects and self-absorption in Laser Induced Breakdown Spectroscopy signals of solids
- (2017) Tomoko Takahashi et al. SPECTROCHIMICA ACTA PART B-ATOMIC SPECTROSCOPY
- Quantitative analysis of the major components of coal ash using laser induced breakdown spectroscopy coupled with a wavelet neural network (WNN)
- (2016) Jiao Wei et al. Analytical Methods
- Multivariate approach to the chemical mapping of uranium in sandstone-hosted uranium ores analyzed using double pulse Laser-Induced Breakdown Spectroscopy
- (2016) Jakub Klus et al. SPECTROCHIMICA ACTA PART B-ATOMIC SPECTROSCOPY
- Experimental and theoretical studies of laser-induced breakdown spectroscopy emission from iron oxide: Studies of atmospheric effects
- (2016) J. Colgan et al. SPECTROCHIMICA ACTA PART B-ATOMIC SPECTROSCOPY
- Classification of red wine based on its protected designation of origin (PDO) using Laser-induced Breakdown Spectroscopy (LIBS)
- (2016) S. Moncayo et al. TALANTA
- Research progress in Asia on methods of processing laser-induced breakdown spectroscopy data
- (2016) Yang-Min Guo et al. Frontiers of Physics
- A hybrid calibration-free/artificial neural networks approach to the quantitative analysis of LIBS spectra
- (2015) Eleonora D’Andrea et al. APPLIED PHYSICS B-LASERS AND OPTICS
- Evaluation of supervised chemometric methods for sample classification by Laser Induced Breakdown Spectroscopy
- (2015) S. Moncayo et al. CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS
- Analytical-performance improvement of laser-induced breakdown spectroscopy for steel using multi-spectral-line calibration with an artificial neural network
- (2015) Kuohu Li et al. JOURNAL OF ANALYTICAL ATOMIC SPECTROMETRY
- Rock and Soil Classification Using PLS-DA and SVM Combined with a Laser-Induced Breakdown Spectroscopy Library
- (2015) Guang Yang et al. PLASMA SCIENCE & TECHNOLOGY
- Comparison of brass alloys composition by laser-induced breakdown spectroscopy and self-organizing maps
- (2015) Stefano Pagnotta et al. SPECTROCHIMICA ACTA PART B-ATOMIC SPECTROSCOPY
- A study of machine learning regression methods for major elemental analysis of rocks using laser-induced breakdown spectroscopy
- (2015) Thomas F. Boucher et al. SPECTROCHIMICA ACTA PART B-ATOMIC SPECTROSCOPY
- Deep Convolutional Neural Networks for Hyperspectral Image Classification
- (2015) Wei Hu et al. Journal of Sensors
- A fast method for the calculation of electron number density and temperature in laser-induced breakdown spectroscopy plasmas using artificial neural networks
- (2014) Fábio O. Borges et al. APPLIED PHYSICS B-LASERS AND OPTICS
- Automatic Classification of Laser-Induced Breakdown Spectroscopy (LIBS) Data of Protein Biomarker Solutions
- (2014) David Pokrajac et al. APPLIED SPECTROSCOPY
- Combination of cylindrical confinement and spark discharge for signal improvement using laser induced breakdown spectroscopy
- (2014) Zongyu Hou et al. OPTICS EXPRESS
- Comparative study on fast classification of brick samples by combination of principal component analysis and linear discriminant analysis using stand-off and table-top laser-induced breakdown spectroscopy
- (2014) Gabriela Vítková et al. SPECTROCHIMICA ACTA PART B-ATOMIC SPECTROSCOPY
- Automatic correction of continuum background in Laser-induced Breakdown Spectroscopy using a model-free algorithm
- (2014) Pavel Yaroshchyk et al. SPECTROCHIMICA ACTA PART B-ATOMIC SPECTROSCOPY
- Application of a series of artificial neural networks to on-site quantitative analysis of lead into real soil samples by laser induced breakdown spectroscopy
- (2014) J. El Haddad et al. SPECTROCHIMICA ACTA PART B-ATOMIC SPECTROSCOPY
- Discrimination of human bodies from bones and teeth remains by Laser Induced Breakdown Spectroscopy and Neural Networks
- (2014) S. Moncayo et al. SPECTROCHIMICA ACTA PART B-ATOMIC SPECTROSCOPY
- Good practices in LIBS analysis: Review and advices
- (2014) J. El Haddad et al. SPECTROCHIMICA ACTA PART B-ATOMIC SPECTROSCOPY
- An artificial neural network approach to laser-induced breakdown spectroscopy quantitative analysis
- (2014) Eleonora D’Andrea et al. SPECTROCHIMICA ACTA PART B-ATOMIC SPECTROSCOPY
- Rapid identification and discrimination of bacterial strains by laser induced breakdown spectroscopy and neural networks
- (2014) S. Manzoor et al. TALANTA
- Advanced recognition of explosives in traces on polymer surfaces using LIBS and supervised learning classifiers
- (2013) Jorge Serrano et al. ANALYTICA CHIMICA ACTA
- Effect of self-absorption correction on LIBS measurements by calibration curve and artificial neural network
- (2013) F. Rezaei et al. APPLIED PHYSICS B-LASERS AND OPTICS
- Application of Laser-Induced Breakdown Spectroscopy (LIBS) and Neural Networks to Olive Oils Analysis
- (2013) Jorge O. Caceres et al. APPLIED SPECTROSCOPY
- Laser induced breakdown spectroscopy and characterization of environmental matrices utilizing multivariate chemometrics
- (2013) P.M. Mukhono et al. SPECTROCHIMICA ACTA PART B-ATOMIC SPECTROSCOPY
- Selective ablation of Copper-Indium-Diselenide solar cells monitored by laser-induced breakdown spectroscopy and classification methods
- (2013) David Diego-Vallejo et al. SPECTROCHIMICA ACTA PART B-ATOMIC SPECTROSCOPY
- Applications of laser-induced breakdown spectroscopy for geochemical and environmental analysis: A comprehensive review
- (2013) Russell S. Harmon et al. SPECTROCHIMICA ACTA PART B-ATOMIC SPECTROSCOPY
- Essentials of the self-organizing map
- (2012) Teuvo Kohonen NEURAL NETWORKS
- The ChemCam Instrument Suite on the Mars Science Laboratory (MSL) Rover: Body Unit and Combined System Tests
- (2012) Roger C. Wiens et al. SPACE SCIENCE REVIEWS
- The ChemCam Instrument Suite on the Mars Science Laboratory (MSL) Rover: Science Objectives and Mast Unit Description
- (2012) S. Maurice et al. SPACE SCIENCE REVIEWS
- Extraction of compositional and hydration information of sulfates from laser-induced plasma spectra recorded under Mars atmospheric conditions — Implications for ChemCam investigations on Curiosity rover
- (2012) Pablo Sobron et al. SPECTROCHIMICA ACTA PART B-ATOMIC SPECTROSCOPY
- Fast identification of biominerals by means of stand-off laser‐induced breakdown spectroscopy using linear discriminant analysis and artificial neural networks
- (2012) Gabriela Vítková et al. SPECTROCHIMICA ACTA PART B-ATOMIC SPECTROSCOPY
- Artificial neural network for on-site quantitative analysis of soils using laser induced breakdown spectroscopy
- (2012) J. El Haddad et al. SPECTROCHIMICA ACTA PART B-ATOMIC SPECTROSCOPY
- The influence of multivariate analysis methods and target grain size on the accuracy of remote quantitative chemical analysis of rocks using laser induced breakdown spectroscopy
- (2011) Ryan B. Anderson et al. ICARUS
- Accurate identification of geological samples using artificial neural network processing of laser-induced breakdown spectroscopy data
- (2011) Siu-Lung Lui et al. JOURNAL OF ANALYTICAL ATOMIC SPECTROMETRY
- Evaluation of laser induced breakdown spectroscopy for multielemental determination in soils under sewage sludge application
- (2011) Edilene Cristina Ferreira et al. TALANTA
- LIBS analysis of geomaterials: Geochemical fingerprinting for the rapid analysis and discrimination of minerals
- (2009) Russell S. Harmon et al. APPLIED GEOCHEMISTRY
- Laser-Induced Breakdown Spectroscopy for Coal Characterization and Assessing Slagging Propensity
- (2009) Carlos E. Romero et al. ENERGY & FUELS
- Heavy metal concentrations in soils as determined by laser-induced breakdown spectroscopy (LIBS), with special emphasis on chromium
- (2009) G.S. Senesi et al. ENVIRONMENTAL RESEARCH
- Towards the determination of the geographical origin of yellow cake samples by laser-induced breakdown spectroscopy and chemometrics
- (2009) Jean-Baptiste Sirven et al. JOURNAL OF ANALYTICAL ATOMIC SPECTROMETRY
- Effects of experimental parameters on elemental analysis of coal by laser-induced breakdown spectroscopy
- (2009) Jie Li et al. OPTICS AND LASER TECHNOLOGY
- Laser-induced breakdown spectroscopy with artificial neural network processing for material identification
- (2009) A. Koujelev et al. PLANETARY AND SPACE SCIENCE
- Preliminary evaluation of laser-induced breakdown spectroscopy for tissue classification
- (2009) Fang-Yu Yueh et al. SPECTROCHIMICA ACTA PART B-ATOMIC SPECTROSCOPY
- Application of artificial neural networks for the rapid classification of archaeological ceramics by means of laser induced breakdown spectroscopy (LIBS)
- (2008) A. Ramil et al. APPLIED PHYSICS A-MATERIALS SCIENCE & PROCESSING
- Artificial neural network for Cu quantitative determination in soil using a portable Laser Induced Breakdown Spectroscopy system
- (2008) Edilene C. Ferreira et al. SPECTROCHIMICA ACTA PART B-ATOMIC SPECTROSCOPY
- A comparative study of laser induced breakdown spectroscopy analysis for element concentrations in aluminum alloy using artificial neural networks and calibration methods
- (2008) Prasanthi Inakollu et al. SPECTROCHIMICA ACTA PART B-ATOMIC SPECTROSCOPY
Publish scientific posters with Peeref
Peeref publishes scientific posters from all research disciplines. Our Diamond Open Access policy means free access to content and no publication fees for authors.
Learn MoreFind the ideal target journal for your manuscript
Explore over 38,000 international journals covering a vast array of academic fields.
Search