Graduate Theses: Recent submissions

Now showing items 58-60 of 36437

    • A Data Attribution-Based Approach to Model Diagnosis in LC-MS/MS Structure Prediction 

      Khoo, Ling Min Serena (Massachusetts Institute of Technology, 2025-09)
      Elucidating the structure of small molecules from complex mixtures using liquid chromatography tandem mass spectrometry (LC-MS/MS) is a challenging task with far-reaching implications in many areas such as drug discovery, ...

    • Modeling Dynamic Objects in Scenes with Generative Particle Systems 

      Li, Eric (Massachusetts Institute of Technology, 2025-09)
      Humans readily interpret the motion of deformable and rigid bodies, even when encountering unfamiliar objects with minimal shape or texture cues. In such cases, motion serves as a critical signal for recognition and ...

    • The Arm Qubit for Faster, Higher Fidelity Readout and Gates 

      Kline, Jeremy B. (Massachusetts Institute of Technology, 2025-09)
      Currently, superconducting qubit processors are bottlenecked by errors during two-qubit gates, readout, and idle time. All three error contributions could be reduced if we improved the speed of operations (without introducing ...