SimPEG.electromagnetics.frequency_domain.Simulation3DMagneticFluxDensity#
- class SimPEG.electromagnetics.frequency_domain.Simulation3DMagneticFluxDensity(mesh, survey=None, forward_only=False, permittivity=None, storeJ=False, **kwargs)[source]#
Bases:
BaseFDEMSimulation
We eliminate \(\mathbf{e}\) using
\[\mathbf{e} = \mathbf{M^e_{\sigma}}^{-1} \left(\mathbf{C}^{\top} \mathbf{M_{\mu^{-1}}^f} \mathbf{b} - \mathbf{s_e}\right)\]and solve for \(\mathbf{b}\) using:
\[\left(\mathbf{C} \mathbf{M^e_{\sigma}}^{-1} \mathbf{C}^{\top} \mathbf{M_{\mu^{-1}}^f} + i \omega \right)\mathbf{b} = \mathbf{s_m} + \mathbf{M^e_{\sigma}}^{-1}\mathbf{M^e}\mathbf{s_e}\]Note
The inverse problem will not work with full anisotropy
- Parameters:
mesh (discretize.base.BaseMesh) – mesh
Attributes
Cell center inner product matrix.
Cell center property inner product matrix.
Cell center property inner product inverse matrix.
Cell center property inner product matrix.
Cell center property inner product inverse matrix.
Cell center property inner product matrix.
Cell center property inner product inverse matrix.
Cell center property inner product matrix.
Cell center property inner product inverse matrix.
Edge inner product matrix.
Edge inner product inverse matrix.
Edge property inner product matrix.
Edge property inner product inverse matrix.
Edge property inner product matrix.
Edge property inner product inverse matrix.
Edge property inner product matrix.
Edge property inner product inverse matrix.
Edge property inner product matrix.
Edge property inner product inverse matrix.
Face inner product matrix.
Face inner product inverse matrix.
Face property inner product matrix.
Face property inner product inverse matrix.
Face property inner product matrix.
Face property inner product inverse matrix.
Face property inner product matrix.
Face property inner product inverse matrix.
Face property inner product matrix.
Face property inner product inverse matrix.
Node inner product matrix.
Node inner product inverse matrix.
Node property inner product matrix.
Node property inner product inverse matrix.
Node property inner product matrix.
Node property inner product inverse matrix.
Node property inner product matrix.
Node property inner product inverse matrix.
Node property inner product matrix.
Node property inner product inverse matrix.
A list of solver objects to clean when the model is updated
SimPEG
Counter
object to store iterations and run-times.matrices to be deleted if the model for conductivity/resistivity is updated
If True, A-inverse not stored at each frequency in forward simulation.
Mesh for the simulation.
The inversion model.
Magnetic permeability (h/m) physical property model.
Derivative of Magnetic Permeability (H/m) wrt the model.
Mapping of the inversion model to Magnetic Permeability (H/m).
Inverse magnetic permeability (m/h) physical property model.
Derivative of Inverse Magnetic Permeability (m/H) wrt the model.
Mapping of the inversion model to Inverse Magnetic Permeability (m/H).
True if a model is necessary
Dielectric permittivity (F/m)
Electrical resistivity (ohm m) physical property model.
Derivative of Electrical resistivity (Ohm m) wrt the model.
Mapping of the inversion model to Electrical resistivity (Ohm m).
Path to directory where sensitivity file is stored.
Electrical conductivity (s/m) physical property model.
Derivative of Electrical conductivity (S/m) wrt the model.
Mapping of the inversion model to Electrical conductivity (S/m).
Numerical solver used in the forward simulation.
Solver-specific parameters.
Whether to store inner product matrices
Whether to store the sensitivity matrix
The simulations survey.
Verbose progress printout.
MccI
Vol
Methods
Jtvec
(m, v[, f])Sensitivity transpose times a vector
Jtvec_approx
(m, v[, f])Approximation of the Jacobian transpose times a vector for the model provided.
Jvec
(m, v[, f])Sensitivity times a vector.
Jvec_approx
(m, v[, f])Approximation of the Jacobian times a vector for the model provided.
MccMuDeriv
(u[, v, adjoint])Derivative of MccProperty with respect to the model.
MccMuIDeriv
(u[, v, adjoint])Derivative of MccPropertyI with respect to the model.
MccMuiDeriv
(u[, v, adjoint])Derivative of MccProperty with respect to the model.
MccMuiIDeriv
(u[, v, adjoint])Derivative of MccPropertyI with respect to the model.
MccRhoDeriv
(u[, v, adjoint])Derivative of MccProperty with respect to the model.
MccRhoIDeriv
(u[, v, adjoint])Derivative of MccPropertyI with respect to the model.
MccSigmaDeriv
(u[, v, adjoint])Derivative of MccProperty with respect to the model.
MccSigmaIDeriv
(u[, v, adjoint])Derivative of MccPropertyI with respect to the model.
MeMuDeriv
(u[, v, adjoint])Derivative of MeProperty with respect to the model.
MeMuIDeriv
(u[, v, adjoint])Derivative of MePropertyI with respect to the model.
MeMuiDeriv
(u[, v, adjoint])Derivative of MeProperty with respect to the model.
MeMuiIDeriv
(u[, v, adjoint])Derivative of MePropertyI with respect to the model.
MeRhoDeriv
(u[, v, adjoint])Derivative of MeProperty with respect to the model.
MeRhoIDeriv
(u[, v, adjoint])Derivative of MePropertyI with respect to the model.
MeSigmaDeriv
(u[, v, adjoint])Derivative of MeProperty with respect to the model.
MeSigmaIDeriv
(u[, v, adjoint])Derivative of MePropertyI with respect to the model.
MfMuDeriv
(u[, v, adjoint])Derivative of MfProperty with respect to the model.
MfMuIDeriv
(u[, v, adjoint])I Derivative of MfPropertyI with respect to the model.
MfMuiDeriv
(u[, v, adjoint])Derivative of MfProperty with respect to the model.
MfMuiIDeriv
(u[, v, adjoint])I Derivative of MfPropertyI with respect to the model.
MfRhoDeriv
(u[, v, adjoint])Derivative of MfProperty with respect to the model.
MfRhoIDeriv
(u[, v, adjoint])I Derivative of MfPropertyI with respect to the model.
MfSigmaDeriv
(u[, v, adjoint])Derivative of MfProperty with respect to the model.
MfSigmaIDeriv
(u[, v, adjoint])I Derivative of MfPropertyI with respect to the model.
MnMuDeriv
(u[, v, adjoint])Derivative of MnProperty with respect to the model.
MnMuIDeriv
(u[, v, adjoint])Derivative of MnPropertyI with respect to the model.
MnMuiDeriv
(u[, v, adjoint])Derivative of MnProperty with respect to the model.
MnMuiIDeriv
(u[, v, adjoint])Derivative of MnPropertyI with respect to the model.
MnRhoDeriv
(u[, v, adjoint])Derivative of MnProperty with respect to the model.
MnRhoIDeriv
(u[, v, adjoint])Derivative of MnPropertyI with respect to the model.
MnSigmaDeriv
(u[, v, adjoint])Derivative of MnProperty with respect to the model.
MnSigmaIDeriv
(u[, v, adjoint])Derivative of MnPropertyI with respect to the model.
dpred
([m, f])Predicted data for the model provided.
fields
([m])Solve the forward problem for the fields.
fieldsPair
alias of
Fields3DMagneticFluxDensity
getA
(freq)System matrix
getADeriv_sigma
(freq, u, v[, adjoint])Product of the derivative of our system matrix with respect to the model and a vector
getJ
(m[, f])Method to form full J given a model m
getJtJdiag
(m[, W, f])Return the diagonal of JtJ
getRHS
(freq)Right hand side for the system
getRHSDeriv
(freq, src, v[, adjoint])Derivative of the right hand side with respect to the model
getSourceTerm
(freq)Evaluates the sources for a given frequency and puts them in matrix form
make_synthetic_data
(m[, relative_error, ...])Make synthetic data for the model and Gaussian noise provided.
residual
(m, dobs[, f])The data residual.
getADeriv
getADeriv_mui
Galleries and Tutorials using SimPEG.electromagnetics.frequency_domain.Simulation3DMagneticFluxDensity
#
2D inversion of Loop-Loop EM Data
Heagy et al., 2017 1D RESOLVE and SkyTEM Bookpurnong Inversions
Heagy et al., 2017 1D RESOLVE Bookpurnong Inversion
Heagy et al., 2017 1D FDEM and TDEM inversions
3D Forward Simulation on a Cylindrical Mesh
3D Forward Simulation on a Tree Mesh