Author

Kanti V. Mardia

University of LeedsORCID 0000-0003-0090-6235Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1 Molecular Biology· 1 Physiology· 1

Signature Assays, Organisms & Methods

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Approach:statistical model· 3 Research Focus:benchmarking· 1 Research Focus:cell type annotation· 1 Organism:human· 1 Assay:imaging· 1 Approach:machine learning (classical)· 1 Assay:protein structure· 1 Research Focus:protein structure prediction· 1

Frequent Co-Authors

Benjamin EltzneriD· 2 shared Henrik WiechersiD· 2 shared Stephan HuckemanniD· 2 shared Balvinder KhambayiD· 1 shared Christopher J. WilliamsiD· 1 shared Ezra MilleriD· 1 shared Franziska Hoppe· 1 shared Fred L. BooksteiniD· 1 shared

Activity by Year

2021-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 24 mutual co-author links

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2 shared papersMolecular Biology

Benjamin EltznerORCID

Mutual co-authors in cluster

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3 papers

Recent·Most cited

Molecular BiologyPLoS Computational BiologyPeer-reviewedMay 8, 2026

RNAprecis: Prediction of full-detail RNA conformation from the experimentally best-observed sparse parameters

Henrik Wiechers, Christopher J. Williams, Benjamin Eltzner…·Stephan Huckemann

The paper introduces RNAprecis, an algorithm that predicts detailed RNA conformations from low-resolution experimental data, showing improved performance on outlier cases.

1 citation

protein structurestatistical model

𝕏 PostBluesky

PhysiologybioRxivPreprintMar 7, 2024

Bridging geometric morphometrics to medical anatomy: An example from an experimental study of the human smile

Fred L. Bookstein, John T. Kent, Balvinder Khambay, Kanti V. Mardia

This paper introduces a method combining morphometrics and psychometrics to analyze facial expressions, showing differences in muscle dynamics between open-lip and closed-lip smiles.

9 citations

humanimaging

𝕏 PostBluesky

BioinformaticsbioRxivPreprintAug 6, 2021

Learning torus PCA based classification for multiscale RNA backbone structure correction with application to SARS-CoV-2

Henrik Wiechers, Benjamin Eltzner, Kanti V. Mardia, Stephan Huckemann

The paper introduces a data-driven method to correct RNA structure clashes using torus PCA and classification, validated on SARS-CoV-2 RNA structures.

2 citations

statistical model

𝕏 PostBluesky