GitHub - michailmitsakis/ai_sci_eng_ETH-24: Notebooks of "AI in the Sciences and Engineering (2024) - ETH Zurich

Name		Name	Last commit message	Last commit date
Latest commit History 2 Commits
_pics		_pics
Tutorial 01 - Function Approximation with Pytorch.ipynb		Tutorial 01 - Function Approximation with Pytorch.ipynb
Tutorial 02 - Cross Validation and Intro to CNNs.ipynb		Tutorial 02 - Cross Validation and Intro to CNNs.ipynb
Tutorial 03 - PINN Training.ipynb		Tutorial 03 - PINN Training.ipynb
Tutorial 04 - PINNs for Inverse Problems .ipynb		Tutorial 04 - PINNs for Inverse Problems .ipynb
Tutorial 05 - Operator Learing - Fourier Neural Operator.ipynb		Tutorial 05 - Operator Learing - Fourier Neural Operator.ipynb
Tutorial 06 - Operator Learing - Convolutional Neural Operator.ipynb		Tutorial 06 - Operator Learing - Convolutional Neural Operator.ipynb
Tutorial 07 - Introduction to Graph Neural Networks.ipynb		Tutorial 07 - Introduction to Graph Neural Networks.ipynb
Tutorial 08 - Vision Transformers for solving PDEs.ipynb		Tutorial 08 - Vision Transformers for solving PDEs.ipynb
Tutorial 09 - ddpm_nano_sol.ipynb		Tutorial 09 - ddpm_nano_sol.ipynb
Tutorial 10 - Coding Autodiff.ipynb		Tutorial 10 - Coding Autodiff.ipynb
Tutorial 11 - Introduction to JAX, NDEs and diffusion models.ipynb		Tutorial 11 - Introduction to JAX, NDEs and diffusion models.ipynb
X_obs.npy		X_obs.npy
engine.py		engine.py

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