Author

Jett Appel

University of California, Los Angeles

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:gene regulatory network inference· 1 Approach:machine learning (classical)· 1 Assay:protein sequence· 1 Approach:transformer / foundation model· 1

Frequent Co-Authors

Nathan Butcher· 1 shared

Activity by Year

2026-2026 · peak 1/yr

1 paper

Recent·Most cited

Protein Function Prediction with Pretrained ProtT5 Embeddings and Gradient Boosting

Jett Appel, Nathan Butcher

This study evaluates using ProtT5 embeddings with gradient boosting for Gene Ontology prediction, finding gradient boosting provides the best balance between performance and stability.

bioRxiv · Apr 28, 2026 · PreprintBioinformatics