Author

Nanlong Sun

Kennesaw State UniversityORCID 0009-0009-1707-9433Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Research Focus:differential expression· 1 Research Focus:gene regulatory network inference· 1 Approach:machine learning (classical)· 1 Approach:statistical model· 1

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Lei ShiiD· 1 shared Sanjian Zhang· 1 shared Yue Li· 1 shared Yurui Chen· 1 shared

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2026-2026 · peak 1/yr

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4 top collaborators · 6 mutual co-author links

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1 shared paperBioengineering

Lei ShiORCID

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1 paper

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BioengineeringbioRxivPreprintOct 30, 2026

Measurement-Dependent Parameter Recoverability in Neural Cardiovascular LPN Inference

Nanlong Sun, Yue Li, Sanjian Zhang…·Lei Shi

The paper evaluates parameter recoverability in cardiovascular LPN inference using a probabilistic neural framework, showing that accurate hemodynamic prediction does not guarantee correct parameter recovery.

DOI 10.64898/2026.10.29.762665

statistical modelmachine learning (classical)

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