Author

Tomoki Kawano

The University of Tokyo

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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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Organism:bacteria (other)· 1 Research Focus:gene regulatory network inference· 1 Approach:transformer / foundation model· 1

Frequent Co-Authors

Myco UmemuraiD· 1 shared Taro ShiraishiiD· 1 shared Tomohisa KuzuyamaiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

3 top collaborators · 3 mutual co-author links

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1 shared paperBioinformatics

Myco UmemuraORCID

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1 paper

Recent·Most cited

A novel transformer-based platform for the prediction and design of biosynthetic gene clusters for (un)natural products

Tomoki Kawano, Taro Shiraishi, Tomohisa Kuzuyama, Myco Umemura

This paper introduces a transformer-based model for predicting and designing biosynthetic gene clusters, achieving high accuracy in domain prediction and validating novel gene clusters through experimental testing.

PLoS Computational Biology · Feb 23, 2026Peer-reviewedBioinformatics