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Step numbering (#39)
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This increments the Step 10 --> Step 11, which was repeated.

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Co-authored-by: Santiago Soler <[email protected]>
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rowanc1 and santisoler authored Jan 31, 2024
1 parent dde2665 commit 4541425
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18 changes: 9 additions & 9 deletions live/02-inversion-dc-resistivity-2d.ipynb
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"cell_type": "markdown",
"metadata": {},
"source": [
"## Step 10: Define and Run the Inversion\n",
"## Step 11: Define and Run the Inversion\n",
"\n",
"### <span style=\"color:darkgreen\">Exercise (beginner):</span>\n",
"\n",
Expand All @@ -906,14 +906,14 @@
"cell_type": "markdown",
"metadata": {},
"source": [
"## Step 11: Inversion Outputs"
"## Step 12: Inversion Outputs"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### 11a: Extract Some Inversion Outputs"
"### 12a: Extract Some Inversion Outputs"
]
},
{
Expand All @@ -934,7 +934,7 @@
"cell_type": "markdown",
"metadata": {},
"source": [
"### 11b: Plot Tikhonov Curve"
"### 12b: Plot Tikhonov Curve"
]
},
{
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"cell_type": "markdown",
"metadata": {},
"source": [
"### 11c: Choose an Iteration to Further Examine"
"### 12c: Choose an Iteration to Further Examine"
]
},
{
Expand All @@ -1003,7 +1003,7 @@
"cell_type": "markdown",
"metadata": {},
"source": [
"### 11d: Plot Observed Data, Prediced Data and Normalized Misfit"
"### 12d: Plot Observed Data, Predicted Data and Normalized Misfit"
]
},
{
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"cell_type": "markdown",
"metadata": {},
"source": [
"### 11e: Plot Observed and Predicted Apparent Resistivities"
"### 12e: Plot Observed and Predicted Apparent Resistivities"
]
},
{
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"cell_type": "markdown",
"metadata": {},
"source": [
"### 11f: Plot Recovered Model"
"### 12f: Plot Recovered Model"
]
},
{
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"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.10.9"
"version": "3.10.13"
}
},
"nbformat": 4,
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16 changes: 8 additions & 8 deletions notebooks/02-inversion-dc-resistivity-2d.ipynb
Original file line number Diff line number Diff line change
Expand Up @@ -1025,7 +1025,7 @@
"cell_type": "markdown",
"metadata": {},
"source": [
"## Step 10: Define and Run the Inversion\n",
"## Step 11: Define and Run the Inversion\n",
"\n",
"### <span style=\"color:darkgreen\">Exercise (beginner):</span>\n",
"\n",
Expand Down Expand Up @@ -1101,14 +1101,14 @@
"cell_type": "markdown",
"metadata": {},
"source": [
"## Step 11: Inversion Outputs"
"## Step 12: Inversion Outputs"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### 11a: Extract Some Inversion Outputs"
"### 12a: Extract Some Inversion Outputs"
]
},
{
Expand All @@ -1129,7 +1129,7 @@
"cell_type": "markdown",
"metadata": {},
"source": [
"### 11b: Plot Tikhonov Curve\n",
"### 12b: Plot Tikhonov Curve\n",
"\n",
"Plot the Tikhonov curve to determine whether the inversion reaches target misfit, and the point at which the recovered models start to overfit the data."
]
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"cell_type": "markdown",
"metadata": {},
"source": [
"### 11c: Choose an Iteration to Further Examine"
"### 12c: Choose an Iteration to Further Examine"
]
},
{
Expand All @@ -1211,7 +1211,7 @@
"cell_type": "markdown",
"metadata": {},
"source": [
"### 11d: Plot Observed Data, Prediced Data and Normalized Misfit\n",
"### 12d: Plot Observed Data, Predicted Data and Normalized Misfit\n",
"\n",
"This step is necessary for determining whether the recovered model accurately reproduces observed anomalies. Here, we plot the observed data, predicted data for the recovered model, and the normalized data misfit. As we can see, the recovered model reproduces the observed data quite well. And the normalized misfit map indicates we are not overfitting certain electrodes relative to others.\n",
"\n",
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"cell_type": "markdown",
"metadata": {},
"source": [
"### 11e: Plot Observed and Predicted Apparent Resistivities"
"### 12e: Plot Observed and Predicted Apparent Resistivities"
]
},
{
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"cell_type": "markdown",
"metadata": {},
"source": [
"### 11f: Plot Recovered Model\n",
"### 12f: Plot Recovered Model\n",
"\n",
"As we can see, weighted least-squares regularization leads to the recovery of smooth models."
]
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