Doctoral Theses: Recent submissions

Now showing items 1-3 of 23151

    • Decentralized Machine Learning over Fragmented Data 

      Singh, Abhishek (Massachusetts Institute of Technology, 2025-05)
      The remarkable scaling of data and computation has unlocked unprecedented capabilities in text and image generation, raising the question: Why hasn’t healthcare seen similar breakthroughs? This disparity stems primarily ...

    • Interplay between spatial structure and competition in ecological communities 

      Swartz, Daniel W. (Massachusetts Institute of Technology, 2025-05)
      Ecology, much like physics, has a long history of theoretical contribution. In this thesis, we take a physics approach to describing ecological communities, searching for simple, emergent features that can generalize beyond ...

    • The Algorithmic Cookbook of Quantum Science: Quantum and Classical Recipes for Computation 

      Martyn, John Michael (Massachusetts Institute of Technology, 2025-05)
      Since the dawn of science, computation and physics have evolved alongside each other, both driven by a shared quest to solve problems and calculate properties of the natural world. Today, this symbiotic relationship is ...