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language: |
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- en |
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tags: |
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- Image Classification |
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- arxiv:2212.03984 |
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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. |
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This repo contains a pre-trained model, which is trained on rheo-XPCS data collected at Advanced Photon Source beamline 8-ID-I. |
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Details on the experiment, training data, and physical interpretation can be found in our paper: arxiv:2212.03984. |
