PINN

class reservoirflow.solutions.neurical.PINN(**kwargs)

Bases: Solution

PINN solution class.

PINN is a Physics-Informed-Neural-Network.

Caution

This class is not available.

Returns:

Solution object.

Return type:

Solution

Construct solution object.

Parameters:

• model (Model) – a model object from models module.

• sparse (bool) – using sparse computing for a better performance.

Attributes

name

Methods

fit()
run()	Solve multiple timesteps.
solve()	Solve a single timestep.

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