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ReStructuredText
46 lines
1.2 KiB
ReStructuredText
.. _api_Model:
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Model
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*****
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A SimPEG model operates on a vector and transforms it to another space.
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We will use an example commonly applied in electromagnetics (EM) of the
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log-conductivity model (:class:`SimPEG.Model.LogModel`).
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Electrical conductivity varies over many orders of magnitude, so it is a common
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technique when solving the inverse problem to parameterize and optimize in terms
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of log conductivity. This makes sense not only because it ensures all conductivities
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will be positive, but because this is fundamentally the space where conductivity
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lives (i.e. it varies logarithmically). In SimPEG, we use the term Model to
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describe how to get between these two spaces.
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The API
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=======
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.. autoclass:: SimPEG.Model.BaseModel
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:members:
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:undoc-members:
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.. autoclass:: SimPEG.Model.BaseNonLinearModel
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:members:
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:undoc-members:
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.. autoclass:: SimPEG.Model.ComboModel
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:members:
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:undoc-members:
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Common Models
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=============
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.. autoclass:: SimPEG.Model.LogModel
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:members:
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:undoc-members:
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.. autoclass:: SimPEG.Model.Vertical1DModel
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:members:
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:undoc-members:
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.. autoclass:: SimPEG.Model.Mesh2Mesh
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:members:
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:undoc-members:
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