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05/03/2023
Automatic Parameterization for Aerodynamic Shape Optimization via Deep Geometric Learning
We propose two deep learning models that fully automate shape parameteri...
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09/27/2021
Using neural networks to solve the 2D Poisson equation for electric field computation in plasma fluid simulations
The Poisson equation is critical to get a self-consistent solution in pl...
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09/20/2021
Performance and accuracy assessments of an incompressible fluid solver coupled with a deep Convolutional Neural Network
The resolution of the Poisson equation is usually one of the most comput...
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06/21/2021
Effects of boundary conditions in fully convolutional networks for learning spatio-temporal dynamics
Accurate modeling of boundary conditions is crucial in computational phy...
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05/12/2021
