# Submissions for: Fluid Flow Simulation Using Physics-Informed Neural Networks

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|1|[Fluid Flow Simulation Using Physics-Informed Neural Networks](https://github.com/Soham7Gupta/PINN_Fluids)<br/> This project applies Physics-Informed Neural Networks in MATLAB to solve 2D incompressible Navier-Stokes equations, predicting fluid velocity, pressure, and discovering viscosity from simulation data. <br><br> **Authors:** Soham Gupta <br/> **Affiliation:** Indian Institute of Technology, Ropar <br> **Submission Date:** 2025-07-02|<img width="400" height="0" style="display:block;line-height:0;border:none;" alt=""><br>[![GitHub Repo](https://img.shields.io/badge/GitHub-Repo-181717?style=flat&logo=github&logoColor=white)](https://github.com/Soham7Gupta/PINN_Fluids) <br> [![Open in MATLAB Online](https://www.mathworks.com/images/responsive/global/open-in-matlab-online.svg)](https://matlab.mathworks.com/open/github/v1?repo=Soham7Gupta/PINN_Fluids) <br> [![YouTube Video](https://img.shields.io/badge/Watch%20Video-FF0000?style=flat&logo=youtube&logoColor=white)](https://youtu.be/SYiacr4gJVw) <br><br><br> [![Trend: Artificial Intelligence](https://img.shields.io/badge/Trend-Artificial%20Intelligence-blue?style=flat)](https://github.com/mathworks/MathWorks-Excellence-in-Innovation/blob/main/megatrends/Artificial%20Intelligence.md)|