Doctoral Theses: Recent submissions

Now showing items 10-12 of 22552

    • Symmetry and its Signatures in Quantum Many-Body Dynamics 

      Ogunnaike, Olumakinde (Massachusetts Institute of Technology, 2024-09)
      Symmetry has long been a defining feature in our understanding of statistical or manybody systems. By making appeals to universal properties associated with global symmetries and topology, one may describe universal ...

    • Exploring the Intersection of Physics Modeling and Representation Learning 

      Kitouni, Ouail (Massachusetts Institute of Technology, 2024-09)
      Representation Learning has evolved into a multi-purpose tool capable of solving arbitrary problems provided enough data. This thesis focuses on two primary directions: (1) Harnessing the power of deep learning for ...

    • Protein spatiotemporal dynamics in gene regulation and disease pathology 

      Zheng, Ming (Massachusetts Institute of Technology, 2024-09)
      A cell orchestrates billions of proteins to the right place at the right time to perform diverse cellular processes. Over the decades, this field has been evolving by integrating advances in microscopy, biochemistry, and ...