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dp case update

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Nils
2021-01-10 14:07:53 +01:00
parent fd8438dd10
commit 4590b189c9
4 changed files with 44 additions and 24 deletions
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4
diffphys-code-gradient.ipynb
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@@ -4,7 +4,7 @@
"cell_type": "markdown", "cell_type": "markdown",
"metadata": {}, "metadata": {},
"source": [ "source": [
"# Burgers Optimization with a Gradient from Differentiable Physics\n", "# Burgers Optimization with a Manual Differentiable Physics Gradient\n",
"\n", "\n",
"manual!\n", "manual!\n",
"\n", "\n",
@@ -304,7 +304,7 @@
"name": "python", "name": "python",
"nbconvert_exporter": "python", "nbconvert_exporter": "python",
"pygments_lexer": "ipython3", "pygments_lexer": "ipython3",
"version": "3.7.6" "version": "3.8.5"
} }
}, },
"nbformat": 4, "nbformat": 4,

56
diffphys-code-tf.ipynb
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2
overview-burgers-forw.ipynb
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@@ -4,7 +4,7 @@
"cell_type": "markdown", "cell_type": "markdown",
"metadata": {}, "metadata": {},
"source": [ "source": [
"# Simple forward simulation in phiflow\n", "# Simple forward simulation of Burgers equation\n",
"\n", "\n",
"how to run ...\n", "how to run ...\n",
"simple model equation \n", "simple model equation \n",

6
physicalloss-code.ipynb
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@@ -4,7 +4,7 @@
"cell_type": "markdown", "cell_type": "markdown",
"metadata": {}, "metadata": {},
"source": [ "source": [
"# PINN Example \n", "# Burgers Optimization with a Physics-Informed NN\n",
"\n", "\n",
"Burgers example $u=...$\n", "Burgers example $u=...$\n",
"at $t=0$ , sine function (boundary_t0)\n", "at $t=0$ , sine function (boundary_t0)\n",
@@ -726,7 +726,9 @@
"cell_type": "markdown", "cell_type": "markdown",
"metadata": {}, "metadata": {},
"source": [ "source": [
"## Exercises\n", "---\n",
"\n",
"## Next steps\n",
"\n", "\n",
"This is just a starting point, the parameters were chosen to compare to run relatively quickly by default. The solution can be improved however. E.g., try to:\n", "This is just a starting point, the parameters were chosen to compare to run relatively quickly by default. The solution can be improved however. E.g., try to:\n",
"\n", "\n",