Active learning of constitutive relation from mesoscopic dynamics for macroscopic modeling of non-Newtonian flows

doi:10.1016/j.jcp.2018.02.039

Title: Active learning of constitutive relation from mesoscopic dynamics for macroscopic modeling of non-Newtonian flows

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Authors:

Zhao, Lifei;

; Caswell, Bruce; Ouyang, Jie; Karniadakis, George Em

Publication Date:: 2018-06-01

Sponsoring Org.:: USDOE

OSTI Identifier:: 1548644

Grant/Contract Number:: AC02-06CH11357; AC05-00OR22725

Resource Type:: Publisher's Accepted Manuscript

Journal Name:: Journal of Computational Physics

Additional Journal Information:: Journal Name: Journal of Computational Physics Journal Volume: 363 Journal Issue: C; Journal ID: ISSN 0021-9991

Publisher:: Elsevier

Country of Publication:: United States

Language:: English

Citation Formats


                    Zhao, Lifei, Li, Zhen, Caswell, Bruce, Ouyang, Jie, and Karniadakis, George Em. Active learning of constitutive relation from mesoscopic dynamics for macroscopic modeling of non-Newtonian flows.  United States: N. p., 2018. 
        Web.  doi:10.1016/j.jcp.2018.02.039.

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                    Zhao, Lifei, Li, Zhen, Caswell, Bruce, Ouyang, Jie, & Karniadakis, George Em. Active learning of constitutive relation from mesoscopic dynamics for macroscopic modeling of non-Newtonian flows.  United States.  doi:10.1016/j.jcp.2018.02.039.

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                    Zhao, Lifei, Li, Zhen, Caswell, Bruce, Ouyang, Jie, and Karniadakis, George Em. Fri .  
        "Active learning of constitutive relation from mesoscopic dynamics for macroscopic modeling of non-Newtonian flows".  United States.  doi:10.1016/j.jcp.2018.02.039.

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@article{osti_1548644,

  title        = {Active learning of constitutive relation from mesoscopic dynamics for macroscopic modeling of non-Newtonian flows},

  author       = {Zhao, Lifei and Li, Zhen and Caswell, Bruce and Ouyang, Jie and Karniadakis, George Em},

  abstractNote = {},

  doi          = {10.1016/j.jcp.2018.02.039},

  journal      = {Journal of Computational Physics},

  number       = C,

  volume       = 363,

  place        = {United States},

  year         = {2018},

  month        = {6}

}

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DOI: 10.1016/j.jcp.2018.02.039

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