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Advanced Modeling and Simulation in Engineering Sciences

Table 6 MLP architecture for Burgers, Stoker’s test cases and hypothetical dam break

From: Reduced-order modeling for stochastic large-scale and time-dependent flow problems using deep spatial and temporal convolutional autoencoders

Layer

Activation function

Output shape

MLP

  

Input

ReLU

1

Dense

ReLU

128

Dense

ReLU

128

Dense

ReLU

128

Dense (output)

Linear

\(L_{t}=10\)

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