This repo is for the Danish Sound Cluster project named "Physics-Informed neural networks for sound field reconstruction", a collaboration between DTU, GN Audio, Odeon and HBK.
The repo is still at an early stage so please be patient, or feel free to clone or create a new branch.
Make sure you have Anaconda installed to create a new environment from the command
conda env create --name envname --file=environment.yml
Simulate data by modifying the script (if required) and running
python Data/ISM_spherical_array.py
Train the neural network by running
python PINNs/run_PINN.py
Current Repo Tasks : The following tasks will be carried out here.
- Create repository
- Include PINN
- Simulate Data
- Examine convergence
- Use with experimental data