Author

Sibi Chakravarthy Shanmugavel

The University of Texas at AustinORCID 0009-0003-1719-7014Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioengineering· 1 Bioinformatics· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 2 Approach:statistical model· 2 Research Focus:benchmarking· 1 Assay:imaging· 1 Research Focus:software / tool· 1

Frequent Co-Authors

Shwetadwip ChowdhuryiD· 2 shared Amey ChawareiD· 1 shared Amit KohliiD· 1 shared Benedict DiederichiD· 1 shared Cedric P. AllieriD· 1 shared Changjia CaiiD· 1 shared Chulmin JooiD· 1 shared Corey Simmerer· 1 shared

Activity by Year

2025-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 37 mutual co-author links

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2 shared papersBioinformatics

Shwetadwip ChowdhuryORCID

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2 papers

Recent·Most cited

BioinformaticsNature MethodsPeer-reviewedJun 8, 2026

Chromatix: a differentiable, GPU-accelerated wave-optics library

Diptodip Deb, Gert‐Jan Both, Eric Bezzam…·Srinivas C. Turaga

Chromatix provides a differentiable, GPU-accelerated wave-optics library to enable fast and parallelized optical simulations for computational optics applications.

2 citations

deep learningstatistical model

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BioengineeringOpticaPeer-reviewedDec 22, 2025

Maskless and on-chip LED-array microscope with spatially-varying angle calibration for centimeter-scale phase imaging

Sibi Chakravarthy Shanmugavel, Vindya Senanayake, Donghwa Suh…·Shwetadwip Chowdhury

This paper presents a computational framework for mask-free on-chip phase imaging with adaptive calibration of spatially-varying illumination angles, achieving centimeter-scale imaging with micron-level resolution.

2 citations

imagingdeep learning

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