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Items: 10

1.

Learning data-driven discretizations for partial differential equations.

Bar-Sinai Y, Hoyer S, Hickey J, Brenner MP.

Proc Natl Acad Sci U S A. 2019 Jul 30;116(31):15344-15349. doi: 10.1073/pnas.1814058116. Epub 2019 Jul 16.

2.

Leveraging Machine Learning Techniques to Forecast Patient Prognosis After Percutaneous Coronary Intervention.

Zack CJ, Senecal C, Kinar Y, Metzger Y, Bar-Sinai Y, Widmer RJ, Lennon R, Singh M, Bell MR, Lerman A, Gulati R.

JACC Cardiovasc Interv. 2019 Jul 22;12(14):1304-1311. doi: 10.1016/j.jcin.2019.02.035. Epub 2019 Jun 26.

PMID:
31255564
3.

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

Hoffmann J, Bar-Sinai Y, Lee LM, Andrejevic J, Mishra S, Rubinstein SM, Rycroft CH.

Sci Adv. 2019 Apr 26;5(4):eaau6792. doi: 10.1126/sciadv.aau6792. eCollection 2019 Apr.

4.

Local thermal energy as a structural indicator in glasses.

Zylberg J, Lerner E, Bar-Sinai Y, Bouchbinder E.

Proc Natl Acad Sci U S A. 2017 Jul 11;114(28):7289-7294. doi: 10.1073/pnas.1704403114. Epub 2017 Jun 27.

5.

Gaussian fluctuations of spatially inhomogeneous polymers.

Bar-Sinai Y, Bouchbinder E.

Soft Matter. 2017 Feb 7;13(5):995-1005. doi: 10.1039/c6sm02230h. Epub 2017 Jan 13.

PMID:
28083571
6.

Mechanical Stress Induces Remodeling of Vascular Networks in Growing Leaves.

Bar-Sinai Y, Julien JD, Sharon E, Armon S, Nakayama N, Adda-Bedia M, Boudaoud A.

PLoS Comput Biol. 2016 Apr 13;12(4):e1004819. doi: 10.1371/journal.pcbi.1004819. eCollection 2016 Apr.

7.

Spatial distribution of thermal energy in equilibrium.

Bar-Sinai Y, Bouchbinder E.

Phys Rev E Stat Nonlin Soft Matter Phys. 2015 Jun;91(6):060103. Epub 2015 Jun 9.

PMID:
26172642
8.

Velocity-strengthening friction significantly affects interfacial dynamics, strength and dissipation.

Bar-Sinai Y, Spatschek R, Brener EA, Bouchbinder E.

Sci Rep. 2015 Jan 19;5:7841. doi: 10.1038/srep07841.

9.

Instabilities at frictional interfaces: creep patches, nucleation, and rupture fronts.

Bar-Sinai Y, Spatschek R, Brener EA, Bouchbinder E.

Phys Rev E Stat Nonlin Soft Matter Phys. 2013 Dec;88(6):060403. Epub 2013 Dec 10. Erratum in: Phys Rev E Stat Nonlin Soft Matter Phys. 2013 Dec;88(6):069905.

PMID:
24483372
10.

A simple method for the aseptic freeze-drying of vaccines.

Bar-Sinai YL.

Cryobiology. 1972 Aug;9(4):305. No abstract available.

PMID:
4636207

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