Graduate Theses: Recent submissions

Now showing items 454-456 of 36544

    • Converting PyTorch Models to StreamIt Pipelines 

      Rajvee, Muhender Raj (Massachusetts Institute of Technology, 2025-05)
      With the rise of large language models, there have been efforts to optimize machine learning inference to support a large volume of queries. Currently, the two main ways to do this are running optimized kernels for computing ...

    • An Interactive Visual Paradigm for Knowledge Graph Question-Answering 

      Ramkumar, Vayd Sai (Massachusetts Institute of Technology, 2025-05)
      In an era of information overload, verifying data reliability and provenance is critical, yet knowledge graphs (KGs) often remain complex for non-expert users. This thesis introduces TRACE, a Reasoning and Answer-path ...

    • Spectral Analysis of Local Atomic Environments 

      Phung, Tuong (Massachusetts Institute of Technology, 2025-05)
      The representation of local environments is a cornerstone challenge in computational materials science, with profound implications for property prediction and materials discovery. This thesis presents a comprehensive ...