Search Results for author: Pranshu Pant

Found 2 papers, 2 papers with code

Deep Learning for Reduced Order Modelling and Efficient Temporal Evolution of Fluid Simulations

1 code implementation • 9 Jul 2021 • Pranshu Pant, Ruchit Doshi, Pranav Bahl, Amir Barati Farimani

Reduced Order Modelling (ROM) has been widely used to create lower order, computationally inexpensive representations of higher-order dynamical systems.

Dimensionality Reduction

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Code

Deep Learning for Efficient Reconstruction of High-Resolution Turbulent DNS Data

1 code implementation • 21 Oct 2020 • Pranshu Pant, Amir Barati Farimani

Large Eddy Simulation (LES) presents a more computationally efficient approach for solving fluid flows on lower-resolution (LR) grids but results in an overall reduction in solution fidelity.

Image Super-Resolution Vocal Bursts Intensity Prediction

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Code

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