Author

Soumya P. Ram

MIT Computer Science and Artificial Intelligence Laboratory

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

Systems Biology· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

Research Focus:benchmarking· 1 Research Focus:database / resource· 1 Approach:machine learning (classical)· 1 Research Focus:software / tool· 1 Approach:statistical model· 1

Frequent Co-Authors

Anjanet R. Loon· 1 shared Burak KutluiD· 1 shared Kevin L. GroveiD· 1 shared Leandro Z. AgudeloiD· 1 shared M KellisiD· 1 shared Rémy TuyérasiD· 1 shared

Activity by Year

2021-2021 · peak 1/yr

Co-Author Collaboration Network

6 top collaborators · 15 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 paperSystems Biology

Anjanet R. Loon

Mutual co-authors in cluster

Author profile →

1 paper

Recent·Most cited

Cellular intelligence: dynamic specialization through non-equilibrium multi-scale compartmentalization

Rémy Tuyéras, Leandro Z. Agudelo, Soumya P. Ram, Anjanet R. Loon, Burak Kutlu, Kevin L. Grove, M Kellis

This paper introduces a framework using operads to model cellular intelligence through non-equilibrium compartmentalization and applies it as an unsupervised learning algorithm to machine learning datasets.

bioRxiv · Jun 25, 2021 · PreprintSystems Biology