LT-PINN: Lagrangian Topology-conscious Physics-informed Neural Network for Boundary-Focused Engineering Optimization

How to Use the Code

Step 1: Unzip the LT-PINN.zip File

Step 2: Navigate to the Code Directory and Start Training

1. Navigate to the Code Directory:

   • Open your terminal or command prompt.
   • Change to the directory containing the main.py file. For example:

     cd {yourfolder}/LT-PINN/DT/{casename}/code

2. Run the Training Script:

   • Execute the main.py script to start training:

     python main.py

Additional Notes

• Dependencies: Ensure you have the necessary Python packages installed. You can install them using pip:

  pip install numpy matplotlib torch