Karniadakis GE - Search Results

1

Hidden fluid mechanics: Learning velocity and pressure fields from flow visualizations.

Raissi M, Yazdani A, Karniadakis GE. Raissi M, et al. Among authors: karniadakis ge. Science. 2020 Feb 28;367(6481):1026-1030. doi: 10.1126/science.aaw4741. Epub 2020 Jan 30. Science. 2020. PMID: 32001523 Free PMC article.

2

Transport dissipative particle dynamics model for mesoscopic advection-diffusion-reaction problems.

Li Z, Yazdani A, Tartakovsky A, Karniadakis GE. Li Z, et al. Among authors: karniadakis ge. J Chem Phys. 2015 Jul 7;143(1):014101. doi: 10.1063/1.4923254. J Chem Phys. 2015. PMID: 26156459 Free PMC article.

3

A discrete mesoscopic particle model of the mechanics of a multi-constituent arterial wall.

Witthoft A, Yazdani A, Peng Z, Bellini C, Humphrey JD, Karniadakis GE. Witthoft A, et al. Among authors: karniadakis ge. J R Soc Interface. 2016 Jan;13(114):20150964. doi: 10.1098/rsif.2015.0964. J R Soc Interface. 2016. PMID: 26790998 Free PMC article.

4

Sub-cellular modeling of platelet transport in blood flow through microchannels with constriction.

Yazdani A, Karniadakis GE. Yazdani A, et al. Among authors: karniadakis ge. Soft Matter. 2016 May 11;12(19):4339-51. doi: 10.1039/c6sm00154h. Soft Matter. 2016. PMID: 27087267 Free PMC article.

5

A General Shear-Dependent Model for Thrombus Formation.

Yazdani A, Li H, Humphrey JD, Karniadakis GE. Yazdani A, et al. Among authors: karniadakis ge. PLoS Comput Biol. 2017 Jan 17;13(1):e1005291. doi: 10.1371/journal.pcbi.1005291. eCollection 2017 Jan. PLoS Comput Biol. 2017. PMID: 28095402 Free PMC article.

6

Nonlinear information fusion algorithms for data-efficient multi-fidelity modelling.

Perdikaris P, Raissi M, Damianou A, Lawrence ND, Karniadakis GE. Perdikaris P, et al. Among authors: karniadakis ge. Proc Math Phys Eng Sci. 2017 Feb;473(2198):20160751. doi: 10.1098/rspa.2016.0751. Proc Math Phys Eng Sci. 2017. PMID: 28293137 Free PMC article.

7

Data-driven Modeling of Hemodynamics and its Role on Thrombus Size and Shape in Aortic Dissections.

Yazdani A, Li H, Bersi MR, Di Achille P, Insley J, Humphrey JD, Karniadakis GE. Yazdani A, et al. Among authors: karniadakis ge. Sci Rep. 2018 Feb 6;8(1):2515. doi: 10.1038/s41598-018-20603-x. Sci Rep. 2018. PMID: 29410467 Free PMC article.

8

Omics, big data and machine learning as tools to propel understanding of biological mechanisms and to discover novel diagnostics and therapeutics.

Perakakis N, Yazdani A, Karniadakis GE, Mantzoros C. Perakakis N, et al. Among authors: karniadakis ge. Metabolism. 2018 Oct;87:A1-A9. doi: 10.1016/j.metabol.2018.08.002. Epub 2018 Aug 8. Metabolism. 2018. PMID: 30098323 Free PMC article. No abstract available.

9

Quantifying Platelet Margination in Diabetic Blood Flow.

Chang HY, Yazdani A, Li X, Douglas KAA, Mantzoros CS, Karniadakis GE. Chang HY, et al. Among authors: karniadakis ge. Biophys J. 2018 Oct 2;115(7):1371-1382. doi: 10.1016/j.bpj.2018.08.031. Epub 2018 Aug 30. Biophys J. 2018. PMID: 30224049 Free PMC article.

10

Moving toward realistic models: Comment on "Modeling thrombosis in silico: Frontiers, challenges, unresolved problems and milestones" by A.V. Belyaev et al.

Yazdani A, Karniadakis G. Yazdani A, et al. Phys Life Rev. 2018 Nov;26-27:96-99. doi: 10.1016/j.plrev.2018.06.012. Epub 2018 Jun 28. Phys Life Rev. 2018. PMID: 30477688 No abstract available.

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