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    • Learning hierarchical motif embeddings for protein engineering 

      Karydis, Thrasyvoulos (Massachusetts Institute of Technology, 2017)
      This thesis lays the foundation for an integrated machine learning framework for the evolutionary analysis, search and design of proteins, based on a hierarchical decomposition of proteins into a set of functional motif ...