Transfer learning based on dynamic time warping algorithms to improve qualitative analysis and quantitative prediction of rocks over multiple LIBS instruments-Reference-Cited by-同舟云学术

Transfer learning based on dynamic time warping algorithms to improve qualitative analysis and quantitative prediction of rocks over multiple LIBS instruments

Published:2023 Issue:3 Volume:38 Page:693-703
ISSN:0267-9477
Container-title:Journal of Analytical Atomic Spectrometry
language:en
Short-container-title:J. Anal. At. Spectrom.

Author:

Rao Yu¹²^ORCID,Zeng Lingwei¹^ORCID,Wu Mengfan¹^ORCID,Kong Weiheng¹^ORCID,Ren Wenxin¹,Chen Sha¹^ORCID,Fan Qinwen¹,Duan Yixiang¹,Wang Xu¹^ORCID,Wang Jie²^ORCID

Affiliation:

1. Research Centre of Analytical Instrumentation, School of Mechanical Engineering, Sichuan University, Chengdu, 610065, P. R. China

2. School of Mechanical Engineering, Sichuan University, Chengdu 610065, China

Abstract

A spectral transformation strategy based on the dynamic time warping algorithm is proposed to eliminate systematic errors between primary and secondary instruments.

Funder

Sichuan Province Science and Technology Support Program

Publisher

Royal Society of Chemistry (RSC)

Subject

Spectroscopy,Analytical Chemistry

Link

http://pubs.rsc.org/en/content/articlepdf/2023/JA/D2JA00370H

Reference49 articles.

1. Session 15. Intensities and Transition Probabilities

2. Ultrasensitive and Simultaneous Detection of Multielements in Aqueous Samples Based on Biomimetic Array Combined with Laser-Induced Breakdown Spectroscopy

3. Laser-induced breakdown spectroscopy application in environmental monitoring of water quality: a review

4. Application of laser-induced breakdown spectroscopy (LIBS) in environmental monitoring

5. Influence of Molecular Structure on the Laser-Induced Plasma Emission of the Explosive RDX and Organic Polymers

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