MIT Theses: Recent submissions

Now showing items 262-264 of 65209

    • Sampling Methods for Fast and Versatile GNN Training 

      Alkhatib, Obada (Massachusetts Institute of Technology, 2022-09)
      Graph neural networks (GNNs) have become a commonly used class of machine learning models that achieve state-of-the-art performance in various applications. A prevalent and effective approach for applying GNNs on large ...

    • Designing Electrocatalysts for the Production and Oxidation of Liquid Fuels 

      Zheng, Daniel J. (Massachusetts Institute of Technology, 2025-09)
      With the ever-rising CO₂ levels in the atmosphere, it is paramount to cease reliance on fossil fuels to meet global energy demands. While the cost of electricity from renewable sources, such as solar and wind, continues ...

    • Bridging the Gap: From Artificial Intelligence and Optimization Theory to Action 

      Petridis, Periklis S. (Massachusetts Institute of Technology, 2025-09)
      Despite significant theoretical advances in Operations Research (OR) and Artificial Intelligence (AI), a persistent gap remains between these developments and their practical implementation in real-world settings. Despite ...