README.md

metadata

language:
  - en
tags:
  - Image Classification
  - arxiv:2212.03984

AI-NERD

AI-NERD (Artificial Intelligence for Non-Equilibrium Relaxation Dynamics) uses unsupervised deep learning to classify relaxation behavior in complex fluids directly from X-ray Photon Correlation Spectroscopy (XPCS) data. This repo contains a pre-trained model, which is trained on rheo-XPCS data collected at Advanced Photon Source beamline 8-ID-I.

Details on the experiment, training data, and physical interpretation can be found in our paper: arxiv:2212.03984.