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Abhijeet Sutar's Projects

fdm-nonnewt icon fdm-nonnewt

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 to a step forward in time. The viscosity is updated at each grid point as per the truncated power law.

gpu-channel-flow icon gpu-channel-flow

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.

lbm_py icon lbm_py

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

multi_grid_v_cycle icon multi_grid_v_cycle

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

pinn_burgers_resnet_fourier icon pinn_burgers_resnet_fourier

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.

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