Author

Bryan Lee

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Bioinformatics· 1

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Approach:diffusion model· 1 Research Focus:drug response / drug discovery· 1

Frequent Co-Authors

Benjamin Kaufman· 1 shared Carl UnderkoffleriD· 1 shared Edward WilliamsiD· 1 shared Jean-Marc Grandjean· 1 shared John ParkhilliD· 1 shared Matthew H. KatcheriD· 1 shared Miles Wang-HendersoniD· 1 shared Narbe MardirossianiD· 1 shared

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2024-2024 · peak 1/yr

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10 top collaborators · 45 mutual co-author links

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1 shared paperBioinformatics

Benjamin Kaufman

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1 paper

Recent·Most cited

Latent Diffusion For Conditional Generation of Molecules

Benjamin Kaufman, Edward Williams, Ryan D. Pederson, Carl Underkoffler, Zahid Panjwani, Miles Wang-Henderson, Narbe Mardirossian, Matthew H. Katcher, Zack Strater, Jean-Marc Grandjean, Bryan Lee, John Parkhill

This paper introduces COATI-LDM, a latent diffusion model for generating drug-like small molecules with desired properties, showing improved control and diversity over existing methods.

bioRxiv · Aug 22, 2024 · PreprintBioinformatics