Table 1 Optimized architecture and list of primary hyperparameters in FerroAI

From: FerroAI: a deep learning model for predicting phase diagrams of ferroelectric materials

Layer

Layer

Neurons

Activation

position

Type

  

1

Input

As input

-

2

Dense

512

ReLU

3

Dense

512

ReLU

4

Dense

512

ReLU

5

Dense

512

ReLU

6

Output

As output

Softmax