Author

Mesih Kilinc

Iowa State UniversityORCID 0000-0003-1581-2717Unclaimed 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· 2 Assay:protein sequence· 2 Approach:deep learning· 1 Research Focus:protein design· 1 Research Focus:protein structure prediction· 1 Approach:statistical model· 1 Approach:transformer / foundation model· 1

Frequent Co-Authors

Robert L. JerniganiD· 2 shared Kejue JiaiD· 1 shared Marcus Ramos· 1 shared

Activity by Year

2022-2025 · peak 1/yr

Co-Author Collaboration Network

3 top collaborators · 2 mutual co-author links

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2 shared papersBioinformatics

Robert L. JerniganORCID

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2 papers

Recent·Most cited

BioinformaticsbioRxivPreprintFeb 18, 2025

ESMStabP: A Regression Model for Protein Thermostability Prediction

Marcus Ramos, Robert L. Jernigan, Mesih Kilinc

ESMStabP predicts protein thermostability with improved accuracy using embeddings from ESM2 and thermophilic classifications, achieving high R2 and PCC values.

4 citations

protein sequencestatistical model

𝕏 PostBluesky

BioinformaticsbioRxivPreprintMar 10, 2022

Protein Language Model Performs Efficient Homology Detection

Mesih Kilinc, Kejue Jia, Robert L. Jernigan

PLAST uses protein language models and discrete cosine transforms to efficiently detect homologs with high accuracy and speed.

9 citations

protein sequencedeep learning

𝕏 PostBluesky