Doctoral Theses: Recent submissions

Now showing items 196-198 of 23400

    • Machine Learning Systems for Unsupervised Time Series Anomaly Detection 

      Alnegheimish, Sarah (Massachusetts Institute of Technology, 2025-09)
      Modern assets – from launched satellites to electric vehicles – output dense, multivariate time series data that must be monitored for deviations from “normal” behavior. This monitoring task is referred to as time series ...

    • Techniques for Reliability and Robustness in Integrated Electronic and Photonic Systems 

      Chakraborty, Uttara (Massachusetts Institute of Technology, 2025-09)
      Reliability and robustness are key concerns in the development of novel electronic and photonic materials, devices, and systems. This thesis presents statistical and machine learning techniques for reliability analysis of ...

    • Synthesis and Applications of Large-Area Monolayer Graphene 

      Wang, Zhien (Abigail) (Massachusetts Institute of Technology, 2025-09)
      Graphene, renowned for its exceptional electrical, mechanical, and chemical properties, is a promising candidate for next-generation electronics, photonics, and biosensing. However, realizing its full potential depends ...