├── .gitignore ├── README.md ├── adam_poisson_2d.py ├── bfgs_poisson_2d.py ├── engd_heat.py ├── engd_nonlinear.py ├── engd_poisson_2d.py ├── engd_poisson_5d.py ├── gd_poisson_2d.py └── ngrad ├── domains.py ├── gram.py ├── inner.py ├── integrators.py ├── models.py └── utility.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MariusZeinhofer/Natural-Gradient-PINNs-ICML23/HEAD/.gitignore -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MariusZeinhofer/Natural-Gradient-PINNs-ICML23/HEAD/README.md -------------------------------------------------------------------------------- /adam_poisson_2d.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MariusZeinhofer/Natural-Gradient-PINNs-ICML23/HEAD/adam_poisson_2d.py -------------------------------------------------------------------------------- /bfgs_poisson_2d.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MariusZeinhofer/Natural-Gradient-PINNs-ICML23/HEAD/bfgs_poisson_2d.py -------------------------------------------------------------------------------- /engd_heat.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MariusZeinhofer/Natural-Gradient-PINNs-ICML23/HEAD/engd_heat.py -------------------------------------------------------------------------------- /engd_nonlinear.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MariusZeinhofer/Natural-Gradient-PINNs-ICML23/HEAD/engd_nonlinear.py -------------------------------------------------------------------------------- /engd_poisson_2d.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MariusZeinhofer/Natural-Gradient-PINNs-ICML23/HEAD/engd_poisson_2d.py -------------------------------------------------------------------------------- /engd_poisson_5d.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MariusZeinhofer/Natural-Gradient-PINNs-ICML23/HEAD/engd_poisson_5d.py -------------------------------------------------------------------------------- /gd_poisson_2d.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MariusZeinhofer/Natural-Gradient-PINNs-ICML23/HEAD/gd_poisson_2d.py -------------------------------------------------------------------------------- /ngrad/domains.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MariusZeinhofer/Natural-Gradient-PINNs-ICML23/HEAD/ngrad/domains.py -------------------------------------------------------------------------------- /ngrad/gram.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MariusZeinhofer/Natural-Gradient-PINNs-ICML23/HEAD/ngrad/gram.py -------------------------------------------------------------------------------- /ngrad/inner.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MariusZeinhofer/Natural-Gradient-PINNs-ICML23/HEAD/ngrad/inner.py -------------------------------------------------------------------------------- /ngrad/integrators.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MariusZeinhofer/Natural-Gradient-PINNs-ICML23/HEAD/ngrad/integrators.py -------------------------------------------------------------------------------- /ngrad/models.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MariusZeinhofer/Natural-Gradient-PINNs-ICML23/HEAD/ngrad/models.py -------------------------------------------------------------------------------- /ngrad/utility.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MariusZeinhofer/Natural-Gradient-PINNs-ICML23/HEAD/ngrad/utility.py --------------------------------------------------------------------------------