Author

Wolfgang Banzhaf

Michigan State UniversityORCID 0000-0002-6382-3245Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Biophysics· 1 Synthetic Biology· 1

Signature Assays, Organisms & Methods

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Research Focus:protein design· 2 Assay:protein sequence· 2 Research Focus:drug response / drug discovery· 1 Approach:experimental assay· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Assaf A. GiladiD· 2 shared Iliya MiralavyiD· 2 shared Alexander R. BriccoiD· 1 shared Christian T. FarrariD· 1 shared Daniel HolmesiD· 1 shared Makayla Long· 1 shared Mark KocherovskyiD· 1 shared Michael T. McMahoniD· 1 shared

Activity by Year

2022-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 30 mutual co-author links

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2 shared papersBiophysics

Assaf A. GiladORCID

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2 papers

Recent·Most cited

BiophysicsNMR in BiomedicinePeer-reviewedSep 11, 2026

Machine learning-based development of Gadolinium binding peptides

Nir A. Dayan, Makayla Long, Nicolas Scalzitti…·Assaf A. Gilad

This paper uses machine learning to design Gd-binding peptides with improved relaxivity and specificity for MRI contrast agents.

DOI 10.1002/nbm.70381

protein sequencemachine learning (classical)

𝕏 PostBluesky

Synthetic BiologybioRxivPreprintMar 5, 2022

Protein Optimization Evolving Tool (POET) based on Genetic Programming

Alexander R. Bricco, Iliya Miralavy, Shaowei Bo…·Assaf A. Gilad

The paper introduces POET, a genetic programming tool for protein optimization, demonstrating its ability to generate proteins with significantly improved MRI contrast and novel functions.

5 citations

protein sequenceexperimental assay

𝕏 PostBluesky