Update README.md

MurrellGroup · Jun 11, 2024 · 0114001 · 0114001
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 [![Build Status](https://github.com/MurrellGroup/InvariantPointAttention.jl/actions/workflows/CI.yml/badge.svg?branch=main)](https://github.com/MurrellGroup/InvariantPointAttention.jl/actions/workflows/CI.yml?query=branch%3Amain)
 [![Coverage](https://codecov.io/gh/MurrellGroup/InvariantPointAttention.jl/branch/main/graph/badge.svg)](https://codecov.io/gh/MurrellGroup/InvariantPointAttention.jl)
 
-Invariant Point Attention (IPA) is defined in the [supplementary information](https://static-content.springer.com/esm/art%3A10.1038%2Fs41586-021-03819-2/MediaObjects/41586_2021_3819_MOESM1_ESM.pdf) of the [AlphaFold 2 paper](https://www.nature.com/articles/s41586-021-03819-2).
+Invariant Point Attention (IPA) is defined in the [supplementary information](https://www.nature.com/articles/s41586-021-03819-2#Sec20) of the [AlphaFold 2 paper](https://www.nature.com/articles/s41586-021-03819-2).