Date of Award
Spring 5-3-2024
Document Type
Thesis
Degree Name
Master of Science (MS)
Department
Computer Science
First Advisor
Lei, Xie
Second Advisor
Hansaim Lim
Third Advisor
Subash Shankar
Academic Program Adviser
Subash Shankar
Abstract
This project is to investigate and assess several Transformer topologies for the modeling of protein sequences and their corresponding uses. Each major model for the protein sequence representations is inspected with its mathematical theory and analyzed for the different performance of the models with various validation repositories.
Recommended Citation
Mao, Mary, "Analysis and Evaluation of Different Transformer Architectures for the Protein Sequence Representation and the Corresponding Hypothetical Applications" (2024). CUNY Academic Works.
https://academicworks.cuny.edu/hc_sas_etds/1128