Author

Benjamin W Dahl

University of Virginia

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

Biology Disciplines

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Systems Biology· 1

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Research Focus:benchmarking· 1 Organism:E. coli· 1 Approach:large language model· 1 Assay:metabolomics· 1

Frequent Co-Authors

B Adam BatesiD· 1 shared Jason A. PapiniD· 1 shared Jeevan TewariiD· 1 shared Jeffrey J. SaucermaniD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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4 top collaborators · 6 mutual co-author links

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1 shared paperSystems Biology

B Adam BatesORCID

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1 paper

Recent·Most cited

Benchmarking biochemical networks generated by large language models

Jeevan Tewari, Benjamin W Dahl, B Adam Bates, Jason A. Papin, Jeffrey J. Saucerman

This study benchmarks large language models' ability to generate biochemical networks, finding moderate accuracy in signaling and metabolic networks but variable prediction performance.

eLife · Jul 31, 2026Peer-reviewedSystems Biology