├── .gitignore ├── README.md ├── images ├── PINNS_Loss.pdf └── PINNS_Loss.png └── src ├── bayesian_optimization.py ├── models.py ├── tasks ├── allen_cahn.py ├── burgers.py ├── diffusion_sorption.py ├── helmholtz.py ├── kirchhoff.py └── poisson_L.py ├── train.py ├── update_rules.py └── utils.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rbischof/relative_balancing/HEAD/.gitignore -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rbischof/relative_balancing/HEAD/README.md -------------------------------------------------------------------------------- /images/PINNS_Loss.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rbischof/relative_balancing/HEAD/images/PINNS_Loss.pdf -------------------------------------------------------------------------------- /images/PINNS_Loss.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rbischof/relative_balancing/HEAD/images/PINNS_Loss.png -------------------------------------------------------------------------------- /src/bayesian_optimization.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rbischof/relative_balancing/HEAD/src/bayesian_optimization.py -------------------------------------------------------------------------------- /src/models.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rbischof/relative_balancing/HEAD/src/models.py -------------------------------------------------------------------------------- /src/tasks/allen_cahn.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rbischof/relative_balancing/HEAD/src/tasks/allen_cahn.py -------------------------------------------------------------------------------- /src/tasks/burgers.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rbischof/relative_balancing/HEAD/src/tasks/burgers.py -------------------------------------------------------------------------------- /src/tasks/diffusion_sorption.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rbischof/relative_balancing/HEAD/src/tasks/diffusion_sorption.py -------------------------------------------------------------------------------- /src/tasks/helmholtz.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rbischof/relative_balancing/HEAD/src/tasks/helmholtz.py -------------------------------------------------------------------------------- /src/tasks/kirchhoff.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rbischof/relative_balancing/HEAD/src/tasks/kirchhoff.py -------------------------------------------------------------------------------- /src/tasks/poisson_L.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rbischof/relative_balancing/HEAD/src/tasks/poisson_L.py -------------------------------------------------------------------------------- /src/train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rbischof/relative_balancing/HEAD/src/train.py -------------------------------------------------------------------------------- /src/update_rules.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rbischof/relative_balancing/HEAD/src/update_rules.py -------------------------------------------------------------------------------- /src/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rbischof/relative_balancing/HEAD/src/utils.py --------------------------------------------------------------------------------