Deep learning with laser-induced breakdown spectroscopy (LIBS) for the classification of rocks based on elemental imaging

Laser-Induced Breakdown Spectroscopy – A geochemical tool for the 21st century

(2021) Russell S. Harmon et al.   APPLIED GEOCHEMISTRY

Automated lithology classification from drill core images using convolutional neural networks

(2020) Fatimah Alzubaidi et al.   JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING

Laser-Induced Breakdown Spectroscopy—An Emerging Analytical Tool for Mineral Exploration

(2019) Russell S. Harmon et al.   Minerals

Data Augmentation Using Random Image Cropping and Patching for Deep CNNs

(2019) Ryo Takahashi et al.   IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY

Review of the recent advances and applications of LIBS-based imaging

(2018) L. Jolivet et al.   SPECTROCHIMICA ACTA PART B-ATOMIC SPECTROSCOPY

Geochemical Fingerprinting by Handheld Laser-Induced Breakdown Spectroscopy

(2017) Russell S. Harmon et al.   GEOSTANDARDS AND GEOANALYTICAL RESEARCH

Application of Handheld Laser-Induced Breakdown Spectroscopy (LIBS) to Geochemical Analysis

(2016) Brendan Connors et al.   APPLIED SPECTROSCOPY

In situ Laser Induced Breakdown Spectroscopy as a tool to discriminate volcanic rocks and magmatic series, Iceland

(2015) C.P.M. Roux et al.   SPECTROCHIMICA ACTA PART B-ATOMIC SPECTROSCOPY

Correlation of limestone beds using laser-induced breakdown spectroscopy and chemometric analysis

(2012) Nancy J. McMillan et al.   APPLIED OPTICS

A few useful things to know about machine learning

(2012) Pedro Domingos   COMMUNICATIONS OF THE ACM

Recent progress on the application of LIBS for metallurgical online analysis in China

(2012) Feng-Zhong Dong et al.   Frontiers of Physics

A Survey on Transfer Learning

(2009) Sinno Jialin Pan et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Automatic estimation of varying continuum background emission in laser-induced breakdown spectroscopy

(2009) Lanxiang Sun et al.   SPECTROCHIMICA ACTA PART B-ATOMIC SPECTROSCOPY