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A framework for data-driven analysis of materials under uncertainty: Countering the curse of dimensionality

Publication ,  Journal Article
Bessa, MA; Bostanabad, R; Liu, Z; Hu, A; Apley, DW; Brinson, C; Chen, W; Liu, WK
Published in: Computer Methods in Applied Mechanics and Engineering
June 2017

Duke Scholars

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Published In

Computer Methods in Applied Mechanics and Engineering

DOI

ISSN

0045-7825

Publication Date

June 2017

Volume

320

Start / End Page

633 / 667

Publisher

Elsevier BV

Related Subject Headings

  • Applied Mathematics
  • 09 Engineering
  • 01 Mathematical Sciences
 

Citation

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Bessa, M. A., Bostanabad, R., Liu, Z., Hu, A., Apley, D. W., Brinson, C., … Liu, W. K. (2017). A framework for data-driven analysis of materials under uncertainty: Countering the curse of dimensionality. Computer Methods in Applied Mechanics and Engineering, 320, 633–667. https://doi.org/10.1016/j.cma.2017.03.037
Bessa, M. A., R. Bostanabad, Z. Liu, A. Hu, Daniel W. Apley, C. Brinson, W. Chen, and Wing Kam Liu. “A framework for data-driven analysis of materials under uncertainty: Countering the curse of dimensionality.” Computer Methods in Applied Mechanics and Engineering 320 (June 2017): 633–67. https://doi.org/10.1016/j.cma.2017.03.037.
Bessa MA, Bostanabad R, Liu Z, Hu A, Apley DW, Brinson C, et al. A framework for data-driven analysis of materials under uncertainty: Countering the curse of dimensionality. Computer Methods in Applied Mechanics and Engineering. 2017 Jun;320:633–67.
Bessa, M. A., et al. “A framework for data-driven analysis of materials under uncertainty: Countering the curse of dimensionality.” Computer Methods in Applied Mechanics and Engineering, vol. 320, Elsevier BV, June 2017, pp. 633–67. Crossref, doi:10.1016/j.cma.2017.03.037.
Bessa MA, Bostanabad R, Liu Z, Hu A, Apley DW, Brinson C, Chen W, Liu WK. A framework for data-driven analysis of materials under uncertainty: Countering the curse of dimensionality. Computer Methods in Applied Mechanics and Engineering. Elsevier BV; 2017 Jun;320:633–667.
Journal cover image

Published In

Computer Methods in Applied Mechanics and Engineering

DOI

ISSN

0045-7825

Publication Date

June 2017

Volume

320

Start / End Page

633 / 667

Publisher

Elsevier BV

Related Subject Headings

  • Applied Mathematics
  • 09 Engineering
  • 01 Mathematical Sciences