Search Results - "Boureima, I."

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  1. 1

    Dynamic calibration of differential equations using machine learning, with application to turbulence models by Boureima, I., Gyrya, V., Saenz, J.A., Kurien, S., Francois, M.

    Published in Journal of computational physics (15-05-2022)
    “…•Implemented a discretization of time dependent PDE model as a Neural Network.•Back-propagation through this NN can automatically calibrate the model against…”
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    Journal Article
  2. 2

    Arbitrary Order Virtual Element Methods for High‐Order Phase‐Field Modeling of Dynamic Fracture by Leng, Y., Svolos, L., Boureima, I., Manzini, G., Plohr, J. N., Mourad, H. M.

    “…Accurate modeling of fracture nucleation and propagation in brittle and ductile materials subjected to dynamic loading is important in predicting material…”
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    Journal Article
  3. 3

    Turbulent transport and mixing in the multimode narrowband Richtmyer-Meshkov instability by Thornber, B, Griffond, J, Bigdelou, P, Boureima, I, Ramaprabhu, P, Schilling, O, Williams, R. J. R

    Published 31-10-2019
    “…Physics of Fluids 31, 096105 (2019) The mean momentum and heavy mass fraction, turbulent kinetic energy, and heavy mass fraction variance fields, as well as…”
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    Journal Article