README.md

Diffusion Models (Currently in process):

We have trained a diffusion model to generate a simulated waveform from gaussian noise.

Demonstration:

Diffusion Model Predicting Noise (orange - noise, light green - predicted noise, dark green - intersection of the two)

Transformer + Cycle-GAN Models (Unpaired translation between simulated and detector waveforms)