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AI-NERD

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Image Classification
arxiv:2212.03984
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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.