Author

Stephen M. Techtmann

Michigan Technological UniversityORCID 0000-0002-8702-9329Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Organism:bacteria (other)· 1 Research Focus:benchmarking· 1 Approach:deep learning· 1 Research Focus:protein design· 1 Assay:protein sequence· 1 Research Focus:protein structure prediction· 1 Approach:transformer / foundation model· 1

Frequent Co-Authors

Fawad UllahiD· 1 shared KC Dukka· 1 shared Pawel PratyushiD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

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3 top collaborators · 3 mutual co-author links

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1 shared paperBioinformatics

Fawad UllahORCID

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1 paper

Recent·Most cited

PLM-ICE: A Protein Language Model-based Approach for Prediction of Ice nucleating and Antifreeze Proteins

Fawad Ullah, Pawel Pratyush, KC Dukka, Stephen M. Techtmann

PLM-ICE predicts ice-binding proteins with high precision and sensitivity using ESM-2 embeddings and an MLP, outperforming existing methods in multiple metrics.

bioRxiv · Aug 13, 2025 · PreprintBioinformatics