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ShimNet-development

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marekb-sci commited on Jun 10, 2025

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fix link in Readme.md

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@@ -3,7 +3,7 @@ ShimNet is a data-driven AI solution to improve high-resolution nuclear magnetic
 distorted by the inhomogeneous magnetic field (less than optimal shimming). To use it, the experimental training data has to be collected (see **Data collection** below).
 Example data can also be downloaded (see below).
-Paper: [ShimNet: A neural network for post-acquisition improvement of NMR spectra distorted by magnetic-field inhomogeneity](https://chemrxiv.org/engage/chemrxiv/article-details/67ef866)
 Web service: [![Open in Hugging Face Spaces](https://huggingface.co/datasets/huggingface/badges/resolve/main/open-in-hf-spaces-md.svg)](https://huggingface.co/spaces/NMR-CeNT-UW/ShimNet)

 distorted by the inhomogeneous magnetic field (less than optimal shimming). To use it, the experimental training data has to be collected (see **Data collection** below).
 Example data can also be downloaded (see below).
+Paper: [ShimNet: A neural network for post-acquisition improvement of NMR spectra distorted by magnetic-field inhomogeneity](https://pubs.acs.org/doi/full/10.1021/acs.jpcb.5c02632)
 Web service: [![Open in Hugging Face Spaces](https://huggingface.co/datasets/huggingface/badges/resolve/main/open-in-hf-spaces-md.svg)](https://huggingface.co/spaces/NMR-CeNT-UW/ShimNet)