Doctoral Theses: Recent submissions
Now showing items 103-105 of 23203
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Systematic Development of Healthcare AI: From Data Curation, Algorithm Optimization, Benchmark Design and Clinical Applications
(Massachusetts Institute of Technology, 2025-05)Artificial intelligence (AI) has brought transformative changes to healthcare industry in the recent years from various aspects, such as patient care, disease diagnosis and medical research. As healthcare systems worldwide ... -
Modeling Biomolecular Interactions with Generative Models
(Massachusetts Institute of Technology, 2025-05)In 2021, DeepMind’s AlphaFold2 revolutionized single-chain protein structure prediction achieving atomic accuracy, solving a longstanding challenge in biology. However, understanding biomolecular interactions, a critical ... -
Designing Hardware Accelerators for Solving Sparse Linear Systems
(Massachusetts Institute of Technology, 2025-05)Solving sparse linear systems is a key primitive that sits at the heart of many important numeric algorithms. Because of this primitive’s importance, algorithm designers have spent many decades optimizing linear solvers ...
