MIT Open Access Articles: Recent submissions

Now showing items 1-3 of 54452

    • Agentic deep graph reasoning yields self-organizing knowledge networks 

      Buehler, Markus J. (Springer International Publishing, 2025-07-31)
      We present an agentic, autonomous graph expansion framework that iteratively structures and refines knowledge in situ. Unlike conventional knowledge graph construction methods relying on static extraction or single-pass ...

    • EvenQuads Game and Error-Correcting Codes 

      Byrapuram, Nikhil; Choi, Hwiseo; Ge, Adam; Ge, Selena; Lee, Sylvia Z.; e.a. (Springer Nature Singapore, 2025-08-22)
      EvenQuads is a new card game that is a generalization of the SET game, where each card is characterized by three attributes, each taking four possible values. Four cards form a quad when, for each attribute, the values are ...

    • Machine Learning Applications Enabling Fusion Energy: Recent Developments 

      Rea, Cristina (Springer US, 2025-09-03)
      Over the last few years, machine learning helped to develop advanced capabilities for fusion energy over a broad range of domains. This includes advanced algorithms to extract information from fusion diagnostics, enhanced ...