CAMLab-DLSCTutorials

The repository is a collection of python notebooks and scripts related to the lectures available at https://www.youtube.com/@CAMLabETHZurich/

The scripts are based on Python 3.8 and Jupyter Notrbook. The required packages can be installed with:

python3 -m pip install -r requirements.txt

The jupyter notebooks can be run with:

python3 jupyter notebook name_of_the_file.ipynb

Name		Name	Last commit message	Last commit date
Latest commit History 8 Commits
Autodifferentiation		Autodifferentiation
.gitignore		.gitignore
AC_data_input.npy		AC_data_input.npy
AC_data_output.npy		AC_data_output.npy
Applications with NN Surrogates.ipynb		Applications with NN Surrogates.ipynb
Common.py		Common.py
Cross Validation.ipynb		Cross Validation.ipynb
DeepONet.ipynb		DeepONet.ipynb
FNO.ipynb		FNO.ipynb
IntroToML.ipynb		IntroToML.ipynb
LICENSE		LICENSE
Pinns.ipynb		Pinns.ipynb
PinnsHD.ipynb		PinnsHD.ipynb
PinnsInv.ipynb		PinnsInv.ipynb
README.md		README.md
antiderivative_aligned_test.npz		antiderivative_aligned_test.npz
antiderivative_aligned_train.npz		antiderivative_aligned_train.npz
requirements.txt		requirements.txt

Provide feedback