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# Token-Level Guided Discrete Diffusion for Membrane Protein Design
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---
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license: cc-by-nc-nd-4.0
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---
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<div align="center">
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<img src="./memdlm_schematic" alt="memdlm" width="1000" height="300">
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</div>
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<h1 align='center'>Token-Level Guided Discrete Diffusion for Membrane Protein Design</h1>
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<div align="center">
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<a href="https://shreygoel09.github.io/" target="_blank">Shrey Goel</a><sup>1</sup> <b>·</b> 
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<a href="https://www.linkedin.com/in/perin-schray-96855a32b/" target="_blank">Perin Schray</a><sup>2</sup> <b>·</b> 
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<a href="https://www.linkedin.com/in/yinuozhang98/" target="_blank">Yinuo Zhang</a><sup>4</sup> <b>·</b> 
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<a href="https://www.linkedin.com/in/sophia-vincoff-185192146/" target="_blank">Sophia Vincoff</a><sup>3</sup> <b>·</b> 
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<a href="https://www.linkedin.com/in/htkratochvil/" target="_blank">Huong T. Kratochvil</a><sup>2</sup> <b>·</b> 
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<a href="https://www.chatterjeelab.com/" target="_blank">Pranam Chatterjee</a><sup>3<sup>
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<br>
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<p style="font-size: 16px;">
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<sup>1</sup> Duke University  
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<sup>2</sup> UNC—Chapel Hill  
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<sup>3</sup> University of Pennsylvania  
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<sup>4</sup> Duke-NUS Medical School  
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</p>
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<p style="font-size: 16px;">
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<sup>4</sup> Duke University
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</p>
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</div>
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<div align="center">
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<a href="https://arxiv.org/abs/2410.16735"><img src="https://img.shields.io/badge/Arxiv-2506.09007-red?style=for-the-badge&logo=Arxiv" alt="arXiv"/></a>
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</div>
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# Token-Level Guided Discrete Diffusion for Membrane Protein Design
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