Predictive Fidelity of Machine Learning Methods Applied to Scientific Simulations.

Debusschere, Bert; Templeton, Jeremy Alan; Safta, Cosmin; Sargsyan, Khachik; Pinar, Ali; Najm, Habib N.

Title: Predictive Fidelity of Machine Learning Methods Applied to Scientific Simulations.

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Abstract

Abstract not provided.

Authors:: Debusschere, Bert; Templeton, Jeremy Alan; Safta, Cosmin; Sargsyan, Khachik; Pinar, Ali; Najm, Habib N.

Publication Date:: Mon Jan 01 00:00:00 EST 2018

Research Org.:: Sandia National Lab. (SNL-NM), Albuquerque, NM (United States)

Sponsoring Org.:: USDOE Office of Science (SC), Advanced Scientific Computing Research (ASCR)

OSTI Identifier:: 1513665

Report Number(s):: SAND2018-0932C
660234

DOE Contract Number:: AC04-94AL85000

Resource Type:: Conference

Resource Relation:: Conference: Proposed for presentation at the DOE ASCR Scientific Machine Learning Workshop held January 29 - February 1, 2018 in Rockville, MD.

Country of Publication:: United States

Language:: English

Citation Formats


                    Debusschere, Bert, Templeton, Jeremy Alan, Safta, Cosmin, Sargsyan, Khachik, Pinar, Ali, and Najm, Habib N. Predictive Fidelity of Machine Learning Methods Applied to Scientific Simulations..  United States: N. p., 2018. 
        Web.

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                    Debusschere, Bert, Templeton, Jeremy Alan, Safta, Cosmin, Sargsyan, Khachik, Pinar, Ali, & Najm, Habib N. Predictive Fidelity of Machine Learning Methods Applied to Scientific Simulations..  United States.

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                    Debusschere, Bert, Templeton, Jeremy Alan, Safta, Cosmin, Sargsyan, Khachik, Pinar, Ali, and Najm, Habib N. 2018.  
        "Predictive Fidelity of Machine Learning Methods Applied to Scientific Simulations.".  United States.  https://www.osti.gov/servlets/purl/1513665.

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@article{osti_1513665,

  title        = {Predictive Fidelity of Machine Learning Methods Applied to Scientific Simulations.},

  author       = {Debusschere, Bert and Templeton, Jeremy Alan and Safta, Cosmin and Sargsyan, Khachik and Pinar, Ali and Najm, Habib N.},

  abstractNote = {Abstract not provided.},

  doi          = {},

  url          = {https://www.osti.gov/biblio/1513665},
  journal      = {},
number       = ,

  volume       = ,

  place        = {United States},

  year         = {Mon Jan 01 00:00:00 EST 2018},

  month        = {Mon Jan 01 00:00:00 EST 2018}

}

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