0b7a307cf1
* inverse problem implementation * add tutorial7 for inverse Poisson problem * fix doc in equation, equation_interface, system_equation --------- Co-authored-by: Dario Coscia <dariocoscia@dhcp-015.eduroam.sissa.it>
28 lines
986 B
Python
28 lines
986 B
Python
""" Module for EquationInterface class """
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from abc import ABCMeta, abstractmethod
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class EquationInterface(metaclass=ABCMeta):
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"""
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The abstract `AbstractProblem` class. All the class defining a PINA Problem
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should be inheritied from this class.
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In the definition of a PINA problem, the fundamental elements are:
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the output variables, the condition(s), and the domain(s) where the
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conditions are applied.
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"""
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@abstractmethod
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def residual(self, input_, output_, params_):
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"""
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Residual computation of the equation.
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:param LabelTensor input_: Input points to evaluate the equation.
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:param LabelTensor output_: Output vectors given by my model (e.g., a ``FeedForward`` model).
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:param dict params_: Dictionary of unknown parameters, eventually
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related to an ``InverseProblem``.
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:return: The residual evaluation of the specified equation.
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:rtype: LabelTensor
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"""
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pass
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