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  1. pinn_burgers_resnet_fourier pinn_burgers_resnet_fourier Public

    Compares the performance of the ResNet Architecture and the effectiveness of applying Fourier Feature Mapping to the neural networks Inputs for solving the Burger's equation in 1D.

    Jupyter Notebook 4 1

  2. GPU-Channel-Flow GPU-Channel-Flow Public

    Recreated code from the CFDPython module by Prof. Lorena Barba for a 2D Channel flow solver and implement GPU acceleration for the Pressure Poisson Function.

    Jupyter Notebook 2 2

  3. FDM-NonNewt FDM-NonNewt Public

    Solves the Cauchy Momentum equations for a non-newtonian incompressible fluid using the Finite Difference Method on a 2D grid. The solver is of the explicit type with each iteration corresponding t…

    Jupyter Notebook 1 1

  4. Multi_Grid_V_cycle Multi_Grid_V_cycle Public

    This repository contains a Jupyter Notebook implementing a V-cycle Multigrid solver to a 1D diffusion problem.

    Jupyter Notebook

  5. LBM_py LBM_py Public

    Lattice Boltzmann Method for 2D channel flow. Accuracy vs. Grid Size comparison.

    Jupyter Notebook

  6. Runge-Kutta-4th-order-Blasius Runge-Kutta-4th-order-Blasius Public

    Apply the 4th order Runge-Kutta method to the Blasius equations for boundary layer

    Jupyter Notebook