skip to main content
DOE PAGES title logo U.S. Department of Energy
Office of Scientific and Technical Information

Title: Multi-component background learning automates signal detection for spectroscopic data

Authors:
; ; ; ; ; ; ORCiD logo; ORCiD logo;
Publication Date:
Sponsoring Org.:
USDOE
OSTI Identifier:
1619644
Resource Type:
Published Article
Journal Name:
npj Computational Materials
Additional Journal Information:
Journal Name: npj Computational Materials Journal Volume: 5 Journal Issue: 1; Journal ID: ISSN 2057-3960
Publisher:
Nature Publishing Group
Country of Publication:
United Kingdom
Language:
English

Citation Formats

Ament, Sebastian E., Stein, Helge S., Guevarra, Dan, Zhou, Lan, Haber, Joel A., Boyd, David A., Umehara, Mitsutaro, Gregoire, John M., and Gomes, Carla P. Multi-component background learning automates signal detection for spectroscopic data. United Kingdom: N. p., 2019. Web. https://doi.org/10.1038/s41524-019-0213-0.
Ament, Sebastian E., Stein, Helge S., Guevarra, Dan, Zhou, Lan, Haber, Joel A., Boyd, David A., Umehara, Mitsutaro, Gregoire, John M., & Gomes, Carla P. Multi-component background learning automates signal detection for spectroscopic data. United Kingdom. https://doi.org/10.1038/s41524-019-0213-0
Ament, Sebastian E., Stein, Helge S., Guevarra, Dan, Zhou, Lan, Haber, Joel A., Boyd, David A., Umehara, Mitsutaro, Gregoire, John M., and Gomes, Carla P. Fri . "Multi-component background learning automates signal detection for spectroscopic data". United Kingdom. https://doi.org/10.1038/s41524-019-0213-0.
@article{osti_1619644,
title = {Multi-component background learning automates signal detection for spectroscopic data},
author = {Ament, Sebastian E. and Stein, Helge S. and Guevarra, Dan and Zhou, Lan and Haber, Joel A. and Boyd, David A. and Umehara, Mitsutaro and Gregoire, John M. and Gomes, Carla P.},
abstractNote = {},
doi = {10.1038/s41524-019-0213-0},
journal = {npj Computational Materials},
number = 1,
volume = 5,
place = {United Kingdom},
year = {2019},
month = {7}
}

Journal Article:
Free Publicly Available Full Text
Publisher's Version of Record
https://doi.org/10.1038/s41524-019-0213-0

Citation Metrics:
Cited by: 2 works
Citation information provided by
Web of Science

Save / Share:

Works referenced in this record:

Automatic collection of powder data from photographs
journal, February 1975


Inelastic background intensities in XPS spectra
journal, August 1984


Discovering Ce-rich oxygen evolution catalysts, from high throughput screening to water electrolysis
journal, January 2014

  • Haber, Joel A.; Cai, Yun; Jung, Suho
  • Energy Environ. Sci., Vol. 7, Issue 2
  • DOI: 10.1039/C3EE43683G

What are the shapes of response time distributions in visual search?
journal, January 2011

  • Palmer, Evan M.; Horowitz, Todd S.; Torralba, Antonio
  • Journal of Experimental Psychology: Human Perception and Performance, Vol. 37, Issue 1
  • DOI: 10.1037/a0020747

XCIII. On the theory of X-ray absorption and of the continuous X-ray spectrum
journal, November 1923

  • Kramers, H. A.
  • The London, Edinburgh, and Dublin Philosophical Magazine and Journal of Science, Vol. 46, Issue 275
  • DOI: 10.1080/14786442308565244

Solar fuel photoanodes prepared by inkjet printing of copper vanadates
journal, January 2016

  • Newhouse, P. F.; Boyd, D. A.; Shinde, A.
  • Journal of Materials Chemistry A, Vol. 4, Issue 19
  • DOI: 10.1039/C6TA01252C

Saddlepoint methods for option pricing
journal, September 2009

  • Carr, Peter; Madan, Dilip
  • The Journal of Computational Finance, Vol. 13, Issue 1
  • DOI: 10.21314/JCF.2009.198

The quantitative analysis of surfaces by XPS: A review
journal, December 1980


The 2019 materials by design roadmap
journal, October 2018

  • Alberi, Kirstin; Nardelli, Marco Buongiorno; Zakutayev, Andriy
  • Journal of Physics D: Applied Physics, Vol. 52, Issue 1
  • DOI: 10.1088/1361-6463/aad926

Accelerating the discovery of materials for clean energy in the era of smart automation
journal, April 2018

  • Tabor, Daniel P.; Roch, Loïc M.; Saikin, Semion K.
  • Nature Reviews Materials, Vol. 3, Issue 5
  • DOI: 10.1038/s41578-018-0005-z

Automated Autofluorescence Background Subtraction Algorithm for Biomedical Raman Spectroscopy
journal, November 2007


Perspective: Composition–structure–property mapping in high-throughput experiments: Turning data into knowledge
journal, May 2016

  • Hattrick-Simpers, Jason R.; Gregoire, John M.; Kusne, A. Gilad
  • APL Materials, Vol. 4, Issue 5
  • DOI: 10.1063/1.4950995

Combinatorial metallurgical synthesis and processing of high-entropy alloys
journal, July 2018

  • Li, Zhiming; Ludwig, Alfred; Savan, Alan
  • Journal of Materials Research, Vol. 33, Issue 19
  • DOI: 10.1557/jmr.2018.214

Algorithm for automatic x-ray photoelectron spectroscopy data processing and x-ray photoelectron spectroscopy imaging
journal, July 2005

  • Tougaard, Sven
  • Journal of Vacuum Science & Technology A: Vacuum, Surfaces, and Films, Vol. 23, Issue 4
  • DOI: 10.1116/1.1864053

Expediting Combinatorial Data Set Analysis by Combining Human and Algorithmic Analysis
journal, December 2016


Theory of Bremsstrahlung and Pair Production. II. Integral Cross Section for Pair Production
journal, February 1954


Theory of Bremsstrahlung and Pair Production. I. Differential Cross Section
journal, February 1954


Über die Interferenzerscheinungen an planparallelen Platten
journal, January 1904