Search Results - "Boureima, I."
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Dynamic calibration of differential equations using machine learning, with application to turbulence models
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 -
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Arbitrary Order Virtual Element Methods for High‐Order Phase‐Field Modeling of Dynamic Fracture
Published in International journal for numerical methods in engineering (10-10-2024)“…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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Turbulent transport and mixing in the multimode narrowband Richtmyer-Meshkov instability
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