Device simulations with a u-net model predicting physical quantities in two-dimensional landscapes

HIGHLIGHTS

• who: Wen-Jay Lee from the National Center forKung University have published the article: Device simulations with A U-Net model predicting physical quantities in two-dimensional landscapes, in the Journal: Scientific Reports Scientific Reports
• what: And discussions To compare with Model 1 and to enhance the robustness of the U-Net in this work, five-fold cross validation is used for Model 2, and a loss function in terms of the lowest mean-squared error (MSE) is shown in Fig 2. To extend the capability of the model for further applications, a training dataset . . .
  

   

  

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