Graduate Theses: Recent submissions

Now showing items 10-12 of 36437

    • Generating Unprecedented Extreme Scenarios with Limited Data 

      Chang, Kai (Massachusetts Institute of Technology, 2025-09)
      Quantifying and predicting rare and extreme events persists as a crucial yet challenging task in understanding complex dynamical systems, ubiquitous in science and engineering. Many practical challenges arise from the ...

    • A*-Decoding: Token-Efficient Inference Scaling 

      Chatziveroglou, Ioannis (Massachusetts Institute of Technology, 2025-09)
      Inference-time scaling has emerged as a powerful alternative to parameter scaling for improving language model performance on complex reasoning tasks. While existing methods have shown strong performance gains under fixed ...

    • U-Net Network Enhancements to Facilitate Rapid Electron Microscopy Imaging for Connectomics 

      Varma, Vikram (Massachusetts Institute of Technology, 2025-09)
      Imaging the structural and functional connections between cells in the brain allows neuroscientists to understand the brain by studying neuronal wiring diagrams. To automatically segment and classify images that are used ...