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AI-NERD
jhorwath/AI-NERD
AI-NERD is a machine learning model from jhorwath. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
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) da…
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Updated Jan 19, 2023
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- Access
- Public
- Created
- Jan 19, 2023
- Updated
- Jan 19, 2023
- SHA
- 1cd3e6cb
Model card
From the Hugging Face model README
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.
- Languages
- en
- Created
- Jan 19, 2023
- Updated
- Jan 19, 2023