Author

Yiyuan Fang

Sun Yat-sen UniversityORCID 0000-0001-6385-532XUnclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Research Focus:database / resource· 1 Approach:deep learning· 1 Organism:human· 1 Organism:mouse· 1 Organism:multiple species· 1 Research Focus:phylogenetics / evolution· 1 Research Focus:sequence-to-function modeling· 1 Research Focus:software / tool· 1

Frequent Co-Authors

Cai LiiD· 1 shared Shuyi Deng· 1 shared

Activity by Year

2022-2022 · peak 1/yr

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2 top collaborators · 1 mutual co-author link

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1 shared paperEvolutionary Biology

Cai LiORCID

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1 paper

Recent·Most cited

Evolutionary BiologyNature Machine IntelligencePeer-reviewedDec 8, 2022

✦ In-depth digest

A generalizable deep learning framework for inferring fine-scale germline mutation rate maps

Yiyuan Fang, Shuyi Deng, Cai Li

MuRaL, a two-module neural network using only DNA sequence, estimates nucleotide-level germline substitution rates, outperforming k-mer and feature-based human models at fine regional scales.

17 citations

humanmultiple species

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