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+# Updated software package [here](https://github.com/refresh-bio/SPLASH)
+
+Since the initial release of this software package, we have worked with collaborators to develop an improved codebase for this project which is publicly available on github [here](https://github.com/refresh-bio/SPLASH). This builds on the following works:
+
+Marek Kokot, Roozbeh Dehghannasiri, Tavor Baharav, Julia Salzman, and Sebastian Deorowicz.
+[SPLASH2 provides ultra-efficient, scalable, and unsupervised discovery on raw sequencing reads](https://www.biorxiv.org/content/10.1101/2023.03.17.533189) 
+bioRxiv (2023)
+
+Kaitlin Chaung, Tavor Baharav,  Ivan Zheludev, Julia Salzman. [SPLASH: a statistical, reference-free genomic algorithm unifies biological discovery
+](https://doi.org/10.1101/2022.06.24.497555), to appear in Cell (2023)
+
+Tavor Baharav, David Tse, and Julia Salzman. 
+[An Interpretable, Finite Sample Valid Alternative to Pearson’s X2 for Scientific Discovery](https://www.biorxiv.org/content/10.1101/2023.03.16.533008), bioRxiv (2023)
 
 # Introduction