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Contents:
Getting Started
Theory
Tutorial: Lorenz63
Tutorial: Diffusion
Source Code
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Index
_
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A
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B
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C
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D
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E
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F
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G
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I
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K
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L
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M
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N
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P
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R
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S
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U
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W
_
__init__() (dafi.inverse.AD_EnKF method)
(dafi.inverse.EnKF method)
(dafi.inverse.EnKF_MDA method)
(dafi.inverse.EnRML method)
(dafi.inverse.InverseMethod method)
(dafi.inverse.REnKF method)
(dafi.physics_model.PhysicsModel method)
(dafi.random_field.field.GaussianProcess method)
(dafi.random_field.field.LogNormal method)
A
AD_EnKF (class in dafi.inverse)
analysis() (dafi.inverse.AD_EnKF method)
(dafi.inverse.EnKF method)
(dafi.inverse.EnKF_MDA method)
(dafi.inverse.EnRML method)
(dafi.inverse.InverseMethod method)
(dafi.inverse.REnKF method)
array_to_sparse() (in module dafi.random_field.covariance)
B
bc_cov() (in module dafi.random_field.covariance)
C
calc_kl_modes() (in module dafi.random_field.field)
calc_kl_modes_coverage() (in module dafi.random_field.field)
check_mat() (in module dafi.random_field.covariance)
corr_to_cov() (in module dafi.random_field.covariance)
cov_to_corr() (in module dafi.random_field.covariance)
D
dafi.inverse
module
dafi.main
module
dafi.physics_model
module
dafi.random_field.covariance
module
dafi.random_field.field
module
dafi.random_field.foam_utilities
module
E
EnKF (class in dafi.inverse)
EnKF_MDA (class in dafi.inverse)
EnRML (class in dafi.inverse)
F
foam_header_info() (in module dafi.random_field.foam_utilities)
foam_header_logo() (in module dafi.random_field.foam_utilities)
foam_sep() (in module dafi.random_field.foam_utilities)
forecast_to_time() (dafi.physics_model.PhysicsModel method)
G
GaussianProcess (class in dafi.random_field.field)
generate_cov() (in module dafi.random_field.covariance)
generate_ensemble() (dafi.physics_model.PhysicsModel method)
get_cell_centres() (in module dafi.random_field.foam_utilities)
get_cell_volumes() (in module dafi.random_field.foam_utilities)
get_neighbors() (in module dafi.random_field.foam_utilities)
get_number_cells() (in module dafi.random_field.foam_utilities)
get_obs() (dafi.physics_model.PhysicsModel method)
gp_samples_cholesky() (in module dafi.random_field.field)
gp_samples_kl() (in module dafi.random_field.field)
gp_samples_kl_coverage() (in module dafi.random_field.field)
gp_samples_klmodes() (in module dafi.random_field.field)
gp_sqrexp_samples() (in module dafi.random_field.field)
I
inner_product() (in module dafi.random_field.field)
integral() (in module dafi.random_field.field)
interpolate_field_rbf() (in module dafi.random_field.field)
inverse_distance_weights() (in module dafi.random_field.field)
InverseMethod (class in dafi.inverse)
K
kernel_input_file() (in module dafi.random_field.covariance)
kernel_mixed_periodic_sqrexp() (in module dafi.random_field.covariance)
kernel_sqrexp() (in module dafi.random_field.covariance)
kl_coverage() (in module dafi.random_field.field)
L
LogNormal (class in dafi.random_field.field)
logpdf() (dafi.random_field.field.GaussianProcess method)
M
module
dafi.inverse
dafi.main
dafi.physics_model
dafi.random_field.covariance
dafi.random_field.field
dafi.random_field.foam_utilities
N
norm() (in module dafi.random_field.field)
P
pdf() (dafi.random_field.field.GaussianProcess method)
PhysicsModel (class in dafi.physics_model)
project_func_field() (dafi.random_field.field.GaussianProcess method)
project_gp_field() (dafi.random_field.field.GaussianProcess method)
project_kl() (in module dafi.random_field.field)
projection() (in module dafi.random_field.field)
projection_magnitude() (in module dafi.random_field.field)
R
read_cell_centres() (in module dafi.random_field.foam_utilities)
read_cell_volumes() (in module dafi.random_field.foam_utilities)
read_field() (in module dafi.random_field.foam_utilities)
read_field_file() (in module dafi.random_field.foam_utilities)
read_header() (in module dafi.random_field.foam_utilities)
read_scalar_field() (in module dafi.random_field.foam_utilities)
read_symmTensor_field() (in module dafi.random_field.foam_utilities)
read_tensor_field() (in module dafi.random_field.foam_utilities)
read_vector_field() (in module dafi.random_field.foam_utilities)
reconstruct_func() (dafi.random_field.field.GaussianProcess method)
reconstruct_gp() (dafi.random_field.field.GaussianProcess method)
reconstruct_kl() (in module dafi.random_field.field)
REnKF (class in dafi.inverse)
run() (in module dafi.main)
S
sample_coeffs() (dafi.random_field.field.GaussianProcess method)
sample_func() (dafi.random_field.field.GaussianProcess method)
sample_gp() (dafi.random_field.field.GaussianProcess method)
scale_kl_modes() (in module dafi.random_field.field)
source_cov_to_output_corr() (in module dafi.random_field.covariance)
sparse_cholesky() (in module dafi.random_field.field)
sparse_to_nan() (in module dafi.random_field.covariance)
state_to_observation() (dafi.physics_model.PhysicsModel method)
U
unit_field() (in module dafi.random_field.field)
W
write() (in module dafi.random_field.foam_utilities)
write_controlDict() (in module dafi.random_field.foam_utilities)
write_epsilon() (in module dafi.random_field.foam_utilities)
write_field_file() (in module dafi.random_field.foam_utilities)
write_k() (in module dafi.random_field.foam_utilities)
write_nut() (in module dafi.random_field.foam_utilities)
write_omega() (in module dafi.random_field.foam_utilities)
write_p() (in module dafi.random_field.foam_utilities)
write_Tau() (in module dafi.random_field.foam_utilities)
write_U() (in module dafi.random_field.foam_utilities)
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