Research ArticleAPPLIED SCIENCES AND ENGINEERING

Machine learning in a data-limited regime: Augmenting experiments with synthetic data uncovers order in crumpled sheets

See allHide authors and affiliations

Science Advances  26 Apr 2019:
Vol. 5, no. 4, eaau6792
DOI: 10.1126/sciadv.aau6792

Article Information

vol. 5 no. 4

Online ISSN: 
History: 
  • Received for publication July 5, 2018
  • Accepted for publication March 6, 2019
  • .

Author Information

  1. Jordan Hoffmann1,*,
  2. Yohai Bar-Sinai1,*,,
  3. Lisa M. Lee1,
  4. Jovana Andrejevic1,
  5. Shruti Mishra1,
  6. Shmuel M. Rubinstein1, and
  7. Chris H. Rycroft1,2
  1. 1John A. Paulson School of Engineering and Applied Sciences, Harvard University, Cambridge, MA 02138, USA.
  2. 2Computational Research Division, Lawrence Berkeley Laboratory, Berkeley, CA 94720, USA.
  1. Corresponding author. Email: ybarsinai{at}gmail.com (Y.B.-S.); shmuel{at}seas.harvard.edu (S.M.R.)
  • * These authors contributed equally to this work.

Altmetric

Article usage

Article usage: April 2019 to October 2020

AbstractFullPdf
Apr 20191134703568
May 2019933152374
Jun 201922399137
Jul 201929282122
Aug 201920196108
Sep 20191819598
Oct 201928247111
Nov 20191367269
Dec 20192334581
Jan 20201423679
Feb 20201017475
Mar 20202317183
Apr 20201214179
May 2020716748
Jun 20201321568
Jul 20201727638
Aug 20201814336
Sep 20202914278
Oct 20201617350

Stay Connected to Science Advances

Navigate This Article