Author

Ali Davariashtiyani

University of ChicagoORCID 0000-0002-3269-9923Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Approach:contrastive learning· 1 Approach:deep learning· 1 Research Focus:protein structure prediction· 1 Assay:proteomics· 1

Frequent Co-Authors

Aly Azeem KhaniD· 1 shared Ben LaiiD· 1 shared Isabel NocedaliD· 1 shared Jason F. Perera· 1 shared Melissa Englund· 1 shared Ramit Bharanikumar· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

6 top collaborators · 15 mutual co-author links

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1 shared paperBioinformatics

Aly Azeem KhanORCID

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1 paper

Recent·Most cited

DecoderTCR: Compositional Pretraining and Entropy-Guided Decoding for TCR-pMHC Interactions

Ben Lai, Melissa Englund, Ramit Bharanikumar, Isabel Nocedal, Ali Davariashtiyani, Jason F. Perera, Aly Azeem Khan

DecoderTCR improves TCR-pMHC interaction prediction using pretraining and entropy-guided decoding, achieving high AUROC scores without epitope-specific training.

bioRxiv · Feb 6, 2026 · PreprintBioinformatics