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Keep only ES using Heat Equation #32

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Dec 25, 2023
Merged

Keep only ES using Heat Equation #32

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20 changes: 1 addition & 19 deletions notebooks/ES_2D_Heat_Equation.py
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Original file line number Diff line number Diff line change
Expand Up @@ -6,7 +6,7 @@
# extension: .py
# format_name: percent
# format_version: '1.3'
# jupytext_version: 1.14.5
# jupytext_version: 1.16.0
# kernelspec:
# display_name: Python 3 (ipykernel)
# language: python
Expand Down Expand Up @@ -37,8 +37,6 @@

from p_tqdm import p_map

import iterative_ensemble_smoother as ies

# %%
# %load_ext autoreload
# %autoreload 2
Expand Down Expand Up @@ -487,22 +485,6 @@ def plot_responses(
# Setting negative values to a small positive value but not zero because we want to be able to divide by them.
A_ES = A_ES.clip(min=1e-8)

# %% [markdown]
# ## Testing the new iterative_ensemble_smoother package
#
# As part of ERT development, we wrote an efficient implementation of the iterative ensemble smoother.
# This package is available via pypi and you can easily test it out here if you wish.
#
# ```python
# A_ES_ert = ies.ensemble_smoother_update_step(
# Y,
# A,
# obs_std[~is_outlier],
# obs_value[~is_outlier],
# inversion=ies.InversionType.EXACT,
# )
# ```

# %% [markdown]
# ## Numerical comparison of prior and posterior using RMSE
#
Expand Down
317 changes: 0 additions & 317 deletions notebooks/EnKF_2D_Heat_Equation.py
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