Author

Michael Martyn

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

Click to filter author papers

Synthetic Biology· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

Approach:deep learning· 1 Organism:E. coli· 1 Approach:experimental assay· 1 Approach:large language model· 1 Organism:multiple species· 1 Research Focus:protein design· 1 Assay:protein sequence· 1 Assay:protein structure· 1

Frequent Co-Authors

Aadyot Bhatnagar· 1 shared Alexander M. HoffnagleiD· 1 shared Ali MadaniiD· 1 shared Jeffrey A. RuffoloiD· 1 shared Joel Beazer· 1 shared Kyle Ching· 1 shared Samuel C. Curran· 1 shared Sarthak Jain· 1 shared

Activity by Year

2025-2025 · peak 1/yr

Co-Author Collaboration Network

9 top collaborators · 36 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 paperSynthetic Biology

Aadyot Bhatnagar

Mutual co-authors in cluster

Author profile →

1 paper

Recent·Most cited

Scaling unlocks broader generation and deeper functional understanding of proteins

Aadyot Bhatnagar, Sarthak Jain, Joel Beazer, Samuel C. Curran, Alexander M. Hoffnagle, Kyle Ching, Michael Martyn, Stephen Nayfach, Jeffrey A. Ruffolo, Ali Madani

Scaling sparse Mixture-of-Experts protein language models up to 46B parameters on 1.5T curated tokens broadens viable protein generation across families and amplifies gains from laboratory preference alignment.

neural information processing systems · Jan 1, 2025Peer-reviewedSynthetic Biology✦ In-depth digest