This repository contains the implementation of a Physics Informed Neural Network (PINN) to solve the Korteweg-de Vries (KdV) equation and obtain the solitary wave solution. PINNs combine neural networks with physical principles to efficiently solve partial differential equations (PDEs).
Ensure you have the following dependencies installed:
- Python (>=3.6)
- TensorFlow (>=2.0)
- DeepXde
- NumPy
- Matplotlib
- [Other dependencies, if applicable]
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Clone the repository:
https://github.com/Anandphy/KdV_Soliton_PINN.git