Figure 7

(a) Training Loss of LSTM model for Metasurface Width 1.9 µm (b) MAPE of LSTM model for Metasurface Width 1.9 µm (c) Predicted values of absorption by LSTM vs simulated values of absorption for Metasurface Width 1.9 µm (d) Training Loss of LSTM model for Metasurface Width 2.0 µm (e) MAPE of LSTM model for Metasurface Width 2.0 µm (f) Predicted values of absorption by LSTM vs simulated values of absorption for Metasurface Width 2.0 µm (g) Training Loss of LSTM model for Metasurface Width 2.1 µm (h) MAPE of LSTM model for Metasurface Width 2.1 µm (i) Predicted values of absorption by LSTM vs simulated values of absorption for Metasurface Width 2.1 µm.