Author

Christopher Pierce

Georgia Institute of TechnologyPrimary ORCID profile (0009-0002-6687-7449 · 2 papers)Unclaimed ORCID profile · follow to get notified of new preprints

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Christopher PierceiD2 papers · New Mexico State University

Biology Disciplines

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Bioengineering· 1

Signature Assays, Organisms & Methods

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Organism:C. elegans· 1 Approach:contrastive learning· 1 Approach:deep learning· 1 Research Focus:dimensionality reduction· 1 Organism:human· 1 Assay:imaging· 1 Research Focus:spatial domain detection· 1 Organism:Xenopus· 1

Frequent Co-Authors

Chunhui XuiD· 1 shared Ge-Ah KimiD· 1 shared Hang LuiD· 1 shared Hao Wu· 1 shared Jessica HouiD· 1 shared Parvin ForghaniiD· 1 shared Peng CheniD· 1 shared Shu JiaiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperBioengineering

Chunhui XuORCID

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1 paper

Recent·Most cited

HYPER-Net: Physics-Conditioned Self-Supervised Reconstruction for Fourier Light-Field Microscopy

Zhi Ling, Xuanwen Hua, Wenhao Liu, Hao Wu, Peng Chen, Jessica Hou, Parvin Forghani, Christopher Pierce, Ge-Ah Kim, Shuichi Takayama, Shuyi Nie, Chunhui Xu, Hang Lu, Shu Jia

HYPER-Net enables physics-conditioned self-supervised reconstruction for Fourier light-field microscopy, improving volumetric imaging across diverse biological contexts.

bioRxiv · Apr 20, 2026 · PreprintBioengineering