Doctoral Theses: Recent submissions

Now showing items 130-132 of 23394

    • Scaling Bayesian inference for generative models via probabilistic programming 

      Loula Guimarães de Campos, João (Massachusetts Institute of Technology, 2025-09)
      This thesis addresses these challenges for the field of data science, developing probabilistic programming methods that enable rational AI agents in that domain. The work is organized into two parts: Part I introduces GenLM ...

    • Folding and Quality Control Mechanisms of Procollagen 

      Kim, Seo Yeon (Massachusetts Institute of Technology, 2025-09)
      Procollagens undergo a complex folding process with the assistance of various ER proteostasis network components and enzymes that introduce post-translational modifications. In Chapter 2, we investigate the biological role ...

    • Tribochemistry of Frictional Ignition in High-Pressure Oxygen 

      Garcia Jimenez, Andres (Massachusetts Institute of Technology, 2025-09)
      Frictional heating of metals at sliding contacts in high-pressure oxygen environments can result in catastrophic metal fires. This phenomenon, known as frictional ignition, presents an ongoing challenge in the development ...