DeepOpLearn

Repository for a presentation on Deep Operator Learning / DeepONets at Heidelberg University (2023).

Contents:

1. Deep Operator Learning - Presentation.pdf

Presentation Slides.

2. GRFs for DeepONet - Demo.ipynb

Small Julia Notebook that demonstates the Principles of Gaussian Random Fields.

3. DeepONet train HeatDiff.ipynb

Python Notebook in which we train a DeepONet on a 1D Heat-Diffusion System.

Requires DeepXDE v0.11.2 and DeepONet to be installed locally to function.