Author

Matthew H. Katcher

ORCID 0000-0002-0010-0496Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

Click to filter author papers

Bioinformatics· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

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

Frequent Co-Authors

Benjamin Kaufman· 1 shared Bryan Lee· 1 shared Carl UnderkoffleriD· 1 shared Edward WilliamsiD· 1 shared Jean-Marc Grandjean· 1 shared John ParkhilliD· 1 shared Miles Wang-HendersoniD· 1 shared Narbe MardirossianiD· 1 shared

Activity by Year

2024-2024 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

1 shared paperBioinformatics

Benjamin Kaufman

Mutual co-authors in cluster

Author profile →

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