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This Repository Contains code related to Fluid Simulation Following Navier-Stokes Spectral Method under the assumption of it being incompressible viscous fluid

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Navier-Stokes-Spectral-Method-Fluid-Simulation

This Repository Contains code related to Simulation Fluid Following Navier-Stokes Spectral Method under the assumption of it being incompressible viscous fluid

Assumption

Navier-Stokes equations (incompressible viscous fluid) with a Spectral method

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Spectral Method

A spectral method represents the numerical solution to a partial differential equation as a sum of global basis functions with coefficients as the unknowns to be solved for. Here we will consider the Fourier basis, which is ideal for representing continuous solutions on a periodic domain. Such a method can then use the Fast Fourier Transform (FFT) algorithm to transform the solution on the physical domain x into Fourier space, where the solution becomes a sum of waves each described by a wavenumber k.


Resources and Reference

Best Video for Description and Derivation of Navier-Stokes Equation

Description and Derivation of Navier-Stokes Equation

Best Video for an Overview of Nature of Navier-Stokes Equation

Overview of Nature of Navier-Stokes Equation

Medium Article from where i got the inspiration to study about Navier-Stokes Equation

Create Your Own Navier-Stokes Spectral Method Fluid Simulation (With Python)

Author is Philip Mocz. Special Thanks to him


Fun Fact

The Navier-Stokes Equation is one of the Millenium Prize Problems

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Recent Advancements

There have been some interesting developments in 2024 regarding the existence and smoothness of solutions to the Navier-Stokes equation. A notable paper by Brian David Vasquez Campos presents a smooth solution to the Navier-Stokes equation. This solution is constructed by studying the iteration of a product defined over a space of functions dominated by Fourier caloric functions that decrease rapidly. Additionally, the paper shows the existence of a curve of entire vector fields of order 2 that extends the solution to the complex domain for positive time (https://arxiv.org/pdf/2405.07929)

This is a significant step forward in understanding the Navier-Stokes equation, which is fundamental in fluid dynamics and has implications for various fields, including weather forecasting, aircraft design, and biomedical engineering.

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This Repository Contains code related to Fluid Simulation Following Navier-Stokes Spectral Method under the assumption of it being incompressible viscous fluid

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