Author

Zhanpeng Wang

Haverford College

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Biology Disciplines

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Genomics· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:deep learning· 1 Assay:DNA methylation· 1 Organism:human· 1 Approach:statistical model· 1 Research Focus:variant calling· 1

Frequent Co-Authors

Hyong Hark Lee· 1 shared Iain MathiesoniD· 1 shared Jiaping WangiD· 1 shared Michael ΚourakosiD· 1 shared Nhung Hoang· 1 shared Sara MathiesoniD· 1 shared

Activity by Year

2021-2021 · peak 1/yr

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6 top collaborators · 15 mutual co-author links

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1 shared paperGenomics

Hyong Hark Lee

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1 paper

Recent·Most cited

Automatic inference of demographic parameters using Generative Adversarial Networks

Zhanpeng Wang, Jiaping Wang, Michael Κourakos, Nhung Hoang, Hyong Hark Lee, Iain Mathieson, Sara Mathieson

This paper introduces pg-gan, a GAN-based method to estimate demographic parameters in population genetics, showing it can recover input parameters in simulations and recapitulate real human data features.

Molecular Ecology Resources · Mar 20, 2021Peer-reviewedGenomics