PINN Model Development with NVIDIA Modulus

[ronmaccms]

PINN Model Development with NVIDIA Modulus

Tasks:

• [x] Set Up Environment

  • [x] Install CUDA Toolkit and verify GPU support
  • [x] Install WSL with Ubuntu 20.04
  • [x] Set up Conda environment and install Modulus

• [ ] Develop PINN Model

  • [ ] Define the network architecture with Modulus
  • [x] Train the model using collected wind data
  • [x] Apply inverse problem techniques with I-PINNs

• [ ] Integrate with Web App

  • [x] Connect trained model to Vue.js application
  • [ ] Set up API endpoints for data exchange
  • [ ] Test and optimize the integration

Additional Info: Priority: 1st Priority Milestone: PINN Model Development Labels: Enhancement, 1st Priority