Identification of microstructures critically affecting material properties using machine learning framework based on metallurgists’ thinking process

HIGHLIGHTS

• who: Satoshi Noguchi from the DepartmentThe University Tokyo, ‑8656, Japan have published the paper: Identification of microstructures critically affecting material properties using machine learning framework based on metallurgists’ thinking process, in the Journal: Scientific Reports Scientific Reports
• what: The authors discuss how to approach the physical background behind the implicit knowledge captured by the framework . The authors investigate whether the machine_learning framework can identify a part of material microstructures that strongly affects a target property in a similar way human experts can predict on the basis of their experiences. The authors compare the results qualitatively . . .
  

   

  

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