Graduate Theses: Recent submissions
Now showing items 34-36 of 35710
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Quantum Economic Advantage Calculator: An Extension of the Quantum Tortoise and Classical Hare Framework
(Massachusetts Institute of Technology, 2025-02)For some algorithmic problems, quantum computation has the potential to provide enormous speedups over classical computers. However, the drastic slowdowns associated with running error-free quantum hardware make achieving ... -
Structure, Function, and Interaction in Protein Language Models
(Massachusetts Institute of Technology, 2025-02)In recent years, transformer architectures have shown remarkable capabilities in learning meaningful representations from text and images. This approach has been extended to the realm of protein sequences through pretrained ... -
Healthcare Agents: Large Language Models in Health Prediction and Decision-Making
(Massachusetts Institute of Technology, 2025-02)Large Language Models (LLMs) are transforming healthcare, yet utilizing them for clinical applications presents significant challenges. In this thesis, we explore two critical aspects in healthcare AI: (1) leveraging LLMs ...
