Update README.md

README.md

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 ## Predicting Change, Not States: An Alternate Framework for Neural PDE Surrogates
-Datasets for Predicting Change, Not States: An Alternate Framework for Neural PDE Surrogates. [(Paper)]() [(Code)](https://github.com/anthonyzhou-1/temporal_pdes/tree/main)
+Datasets for Predicting Change, Not States: An Alternate Framework for Neural PDE Surrogates. [(Paper)](https://arxiv.org/abs/2412.13074) [(Code)](https://github.com/anthonyzhou-1/temporal_pdes/tree/main)
 
 Data is organized as: 
 ```