Feasibility and application of machine learning enabled fast screening of poly-beta-amino-esters for cartilage therapies

HIGHLIGHTS

  • who: Stefano Perni from the SchoolCardiff University have published the research: Feasibility and application of machine learning enabled fast screening of poly-beta-amino-esters for cartilage therapies, in the Journal: Scientific Reports Scientific Reports
  • what: The work considers only two end-capping agents treated as a categorical variable; the actual properties of the compounds were not considered as the number of molecules did not allow to capture such parameters.
  • future: MARS are an extension of linear models that can account for nonlinearities between input and output values through the use of hinge . . .

     

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