Author

Jingqiang Tan

Central South UniversityORCID 0000-0002-7015-0528Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:deep learning· 1 Approach:graph neural network· 1 Approach:large language model· 1 Research Focus:phylogenetics / evolution· 1

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Joëlle Barido‐SottaniiD· 1 shared Minghao DuiD· 1 shared Wenhui WangiD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

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3 top collaborators · 3 mutual co-author links

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1 shared paperEvolutionary Biology

Joëlle Barido‐SottaniORCID

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1 paper

Recent·Most cited

Deep learning for mass extinction detection on fossilized phylogenies: power, limitations, and lessons for simulation-based phylodynamic inference

Minghao Du, Wenhui Wang, Jingqiang Tan, Joëlle Barido‐Sottani

This study evaluates a deep learning model for detecting mass extinctions in fossilized phylogenies, finding it slightly better than Bayesian methods but limited by simulation stochasticity and definition specificity.

bioRxiv · Oct 20, 2025 · PreprintEvolutionary Biology