From machine learning to transfer learning in laser-induced breakdown spectroscopy analysis of rocks for Mars exploration
Abstract With the ChemCam instrument, laser-induced breakdown spectroscopy (LIBS) has successively contributed to Mars exploration by determining the elemental compositions of soils, crusts, and rocks. The American Perseverance rover and the Chinese Zhurong rover respectively landed on Mars on Febru...
Enregistré dans:
Auteurs principaux: | Chen Sun, Weijie Xu, Yongqi Tan, Yuqing Zhang, Zengqi Yue, Long Zou, Sahar Shabbir, Mengting Wu, Fengye Chen, Jin Yu |
---|---|
Format: | article |
Langue: | EN |
Publié: |
Nature Portfolio
2021
|
Sujets: | |
Accès en ligne: | https://doaj.org/article/86ed1e4b51e1418db67364c6f7dc0545 |
Tags: |
Ajouter un tag
Pas de tags, Soyez le premier à ajouter un tag!
|
Documents similaires
-
Evaluation of femtosecond laser-induced breakdown spectroscopy system as an offline coal analyzer
par: Sahar Sheta, et autres
Publié: (2021) -
Application of laser-induced breakdown spectroscopy for elemental analysis
par: Dvornikov, Dmitri
Publié: (2010) -
Laser-induced breakdown spectroscopy coupled with machine learning as a tool for olive oil authenticity and geographic discrimination
par: Nikolaos Gyftokostas, et autres
Publié: (2021) -
Multivariate classification of echellograms: a new perspective in Laser-Induced Breakdown Spectroscopy analysis
par: Pavel Pořízka, et autres
Publié: (2017) -
High sensitivity hydrogen analysis in zircaloy-4 using helium-assisted excitation laser-induced breakdown spectroscopy
par: Marincan Pardede, et autres
Publié: (2021)