Author

G. Charpiat

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

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Evolutionary Biology· 1

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Approach:Bayesian inference· 1 Approach:deep learning· 1 Research Focus:gene regulatory network inference· 1 Research Focus:variant calling· 1 Assay:whole-genome sequencing· 1

Frequent Co-Authors

F. Jay· 1 shared J. Cury· 1 shared T. Sanchez· 1 shared

Activity by Year

2020-2020 · peak 1/yr

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3 top collaborators · 3 mutual co-author links

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1 shared paperEvolutionary Biology

F. Jay

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1 paper

Recent·Most cited

Deep learning for population size history inference: design, comparison and combination with approximate Bayesian computation

T. Sanchez, J. Cury, G. Charpiat, F. Jay

This paper proposes deep learning methods for inferring population size history from SNP data and compares them to ABC, showing competitive performance and potential for combination.

bioRxiv · Jan 20, 2020Evolutionary Biology