diff --git a/notebooks/t001_poisson.ipynb b/notebooks/t001_poisson.ipynb
index 667f9c20..59c2f3e8 100644
--- a/notebooks/t001_poisson.ipynb
+++ b/notebooks/t001_poisson.ipynb
@@ -49,11 +49,16 @@
"$$\n",
"The problem is solved numerically by approximating the spaces $U_g$ and $V_0$ by their discrete counterparts associated with a FE mesh of the computational domain $\\Omega$. As we have anticipated, we consider standard conforming Lagrangian FE spaces for this purpose.\n",
"\n",
- "The implementation of this numerical scheme in GalerkinToolkit is done in a user-friendly way thanks to the abstractions provided by the library. As it will be seen below, all the mathematical objects involved in the definition of the discrete weak problem have a correspondent representation in the code.\n",
- "\n",
+ "The implementation of this numerical scheme in GalerkinToolkit is done in a user-friendly way thanks to the abstractions provided by the library. As it will be seen below, all the mathematical objects involved in the definition of the discrete weak problem have a correspondent representation in the code."
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
" ## Setup\n",
"\n",
- " The step number 0 in order to solve the problem is to load the GalerkinToolkit library in the code. If you have configured your Julia environment properly, it is simply done with the line:"
+ "Import the GalerkinToolkit library in the code:"
]
},
{
@@ -71,12 +76,12 @@
"source": [
"## Computational mesh\n",
"\n",
- "As in any FE simulation, we need a discretization of the computational domain (i.e., a FE mesh). All geometrical data needed for solving a FE problem is provided in GalerkinToolkit by types inheriting from the abstract type `GenericMesh`. In the following line, we build an instance of `GenericMesh` by loading a `msh` file."
+ "Load a FE mesh:"
]
},
{
"cell_type": "code",
- "execution_count": 2,
+ "execution_count": 26,
"metadata": {},
"outputs": [
{
@@ -96,7 +101,7 @@
"GalerkinToolkit.GenericMesh(…)"
]
},
- "execution_count": 2,
+ "execution_count": 26,
"metadata": {},
"output_type": "execute_result"
}
@@ -109,24 +114,24 @@
"cell_type": "markdown",
"metadata": {},
"source": [
- "The file `\"model.msh\"` (which contains a FE mesh and information about user-defined physical boundaries) was generated by using the [GMSH](http://gmsh.info/) mesh generator. See the documentation of [GMSH](http://gmsh.info/#Documentation).\n",
+ "Note that the file `\"model.msh\"` (which contains a FE mesh and information about user-defined physical boundaries) was generated by using the [GMSH](http://gmsh.info/) mesh generator. See the documentation of [GMSH](http://gmsh.info/#Documentation).\n",
"\n",
- "You can easily inspect the generated discrete model using [Makie](https://docs.makie.org/) and [GLMakie](https://docs.makie.org/stable/explanations/backends/glmakie#GLMakie) backend, like so:"
+ "Plot the mesh using [Makie](https://docs.makie.org/) and [GLMakie](https://docs.makie.org/stable/explanations/backends/glmakie#GLMakie) backend:"
]
},
{
"cell_type": "code",
- "execution_count": 3,
+ "execution_count": 36,
"metadata": {},
"outputs": [
{
"data": {
- "image/png": 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",
+ "image/png": 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",
"text/html": [
- ""
+ ""
]
},
- "execution_count": 3,
+ "execution_count": 36,
"metadata": {},
"output_type": "execute_result"
}
@@ -134,20 +139,22 @@
"source": [
"using GLMakie\n",
"\n",
- "# for a larger figure\n",
- "#f = Figure(; size = (600, 400))\n",
+ "# for a larger figures\n",
+ "#f = Figure(; size = (1500, 1500))\n",
"#lscene = LScene(f[1, 1])\n",
- "#GLMakie.plot!(lscene, mesh;shading=Makie.NoShading,color=:blue)\n",
+ "#GLMakie.plot!(lscene,mesh,strokecolor=:black)\n",
"#f\n",
"\n",
- "GLMakie.plot(mesh;shading=Makie.NoShading,color=:blue)"
+ "GLMakie.plot(mesh)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
- "Alternatively, the generated discrete model can also be viewed using [Paraview](https://www.paraview.org/) by writing it in [WriteVTK](https://github.com/JuliaVTK/WriteVTK.jl) format."
+ "## Computational domains\n",
+ "\n",
+ "Define the discrete solution space:"
]
},
{
@@ -158,8 +165,7 @@
{
"data": {
"text/plain": [
- "1-element Vector{String}:\n",
- " \"mesh.vtu\""
+ "GalerkinToolkit.PhysicalDomain(…)"
]
},
"execution_count": 4,
@@ -168,16 +174,7 @@
}
],
"source": [
- "using WriteVTK\n",
- "\n",
- "WriteVTK.vtk_grid(\"mesh\", mesh) |> close"
- ]
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "Apart from visualizations, users can additionally inspect general mesh attributes by resorting to several GalerkinToolkit's built-in functions, *e.g*, `num_dims`, `num_nodes`, `num_faces`, `node_coordinates`, `physical_faces`, etc. For example, you can check the total number of nodes and faces in your loaded mesh:"
+ "Ω = GT.interior(mesh;physical_names=[\"volume\"])"
]
},
{
@@ -187,8 +184,9 @@
"outputs": [
{
"data": {
- "text/plain": [
- "(7475, [7475, 41858, 63541, 29160])"
+ "image/png": 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",
+ "text/html": [
+ ""
]
},
"execution_count": 5,
@@ -197,53 +195,27 @@
}
],
"source": [
- "GT.num_nodes(mesh), GT.num_faces(mesh)"
+ "GLMakie.plot(Ω)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
- "where the latter array output by `num_faces` gathers information on the number of $0D$ (nodes), $1D$ (lines), $2D$ (triangles?), and $3D$ (tetrahedral?) faces. \n",
- "\n",
- "If you want, you can also access the position vectors $x_{i}=(x_1,x_2,x_3)$ of each node $i$ in the mesh:"
+ "Define the Dirichlet boundary $\\Gamma_{\\rm D}$:"
]
},
{
"cell_type": "code",
"execution_count": 6,
- "metadata": {},
+ "metadata": {
+ "scrolled": true
+ },
"outputs": [
{
"data": {
"text/plain": [
- "7475-element Vector{StaticArraysCore.SVector{3, Float64}}:\n",
- " [0.0, 0.0, 0.0]\n",
- " [1.5, 0.0, 0.0]\n",
- " [1.5, 1.0, 0.0]\n",
- " [0.0, 1.0, 0.0]\n",
- " [0.095, 0.2, 0.0]\n",
- " [0.63, 0.2, 0.0]\n",
- " [0.3625, 0.675, 0.0]\n",
- " [0.58, 0.5, 0.0]\n",
- " [0.94, 0.5, 0.0]\n",
- " [0.94, 0.86, 0.0]\n",
- " [0.58, 0.86, 0.0]\n",
- " [1.0, 0.39, 0.0]\n",
- " [1.38, 0.39, 0.0]\n",
- " ⋮\n",
- " [0.6139875445382094, 0.4291099956974653, 0.07620766137880404]\n",
- " [1.018820603903195, 0.5835488719740961, 0.1178301433344384]\n",
- " [1.468372621304459, 0.3167189270535148, 0.08909060159961962]\n",
- " [0.1806463128669575, 0.05567344069086867, 0.121587118230767]\n",
- " [0.7265068184253736, 0.06797205524672663, 0.1232031560754262]\n",
- " [1.470041808060199, 0.7146914675810988, 0.06742882101485732]\n",
- " [0.4065025834426161, 0.8576895536696636, 0.08533633828561348]\n",
- " [0.4430988134021598, 0.6529389841406555, 0.1232060341691886]\n",
- " [0.9322295533397462, 0.9286533831291607, 0.1210197504572378]\n",
- " [1.049623143250591, 0.829259829515705, 0.1242986642343036]\n",
- " [0.3580932193740206, 0.02808866532662774, 0.04155394970851191]\n",
- " [0.2251334943566448, 0.5163151069021665, 0.02626007329870325]"
+ "GalerkinToolkit.PhysicalDomain(…)"
]
},
"execution_count": 6,
@@ -252,14 +224,7 @@
}
],
"source": [
- "GT.node_coordinates(mesh)"
- ]
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "Or, even access the node composition (in terms of node indexes) of all $3D$ faces:"
+ "Γd = GT.boundary(mesh;physical_names=[\"sides\"])"
]
},
{
@@ -269,34 +234,9 @@
"outputs": [
{
"data": {
- "text/plain": [
- "29160-element PartitionedArrays.JaggedArray{Int32, Int32}:\n",
- " [776, 1429, 5550, 6016]\n",
- " [1329, 5691, 5657, 6088]\n",
- " [4756, 3588, 5682, 7070]\n",
- " [4332, 5605, 5615, 5919]\n",
- " [5656, 5912, 2862, 6808]\n",
- " [5891, 5965, 1212, 6969]\n",
- " [4866, 5702, 5607, 6073]\n",
- " [1621, 1953, 1165, 5618]\n",
- " [5414, 5887, 5340, 6945]\n",
- " [5350, 5310, 5682, 6309]\n",
- " [5249, 6207, 5864, 6509]\n",
- " [1244, 5678, 5946, 6190]\n",
- " [884, 5537, 6213, 7003]\n",
- " ⋮\n",
- " [6986, 3691, 4068, 4615]\n",
- " [5061, 543, 3293, 4317]\n",
- " [3293, 543, 5061, 3291]\n",
- " [3293, 6072, 5061, 4317]\n",
- " [5061, 6072, 3293, 3291]\n",
- " [7130, 6683, 7038, 5486]\n",
- " [7130, 2906, 6683, 2904]\n",
- " [6683, 2906, 7130, 7038]\n",
- " [7426, 6735, 6535, 4507]\n",
- " [7426, 6535, 6735, 5858]\n",
- " [5805, 4024, 4535, 5125]\n",
- " [5805, 4535, 4024, 6788]"
+ "image/png": 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",
+ "text/html": [
+ ""
]
},
"execution_count": 7,
@@ -305,151 +245,20 @@
}
],
"source": [
- "GT.face_nodes(mesh,3)"
+ "GLMakie.plot(Γd)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
- "Finally, we can also check the node composition of each physical $2D$ faces of the problem:"
+ "Define the Neumann boundary $\\Gamma_{\\rm N}$:"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
- "outputs": [
- {
- "data": {
- "text/plain": [
- "Dict{String, Vector{Int32}} with 6 entries:\n",
- " \"triangle\" => [5401, 5402, 5403, 5404, 5405, 5406, 5407, 5408, 5409, 5410 … …\n",
- " \"bottom\" => [1, 2, 3, 4, 5, 6, 7, 8, 9, 10 … 3385, 3386, 3387, 3388, 3389…\n",
- " \"circle\" => [6609, 6610, 6611, 6612, 6613, 6614, 6615, 6616, 6617, 6618 … …\n",
- " \"top\" => [7053, 7054, 7055, 7056, 7057, 7058, 7059, 7060, 7061, 7062 … …\n",
- " \"square\" => [6053, 6054, 6055, 6056, 6057, 6058, 6059, 6060, 6061, 6062 … …\n",
- " \"sides\" => [3395, 3396, 3397, 3398, 3399, 3400, 3401, 3402, 3403, 3404 … …"
- ]
- },
- "execution_count": 8,
- "metadata": {},
- "output_type": "execute_result"
- }
- ],
- "source": [
- "GT.physical_faces(mesh,2)"
- ]
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "## Computational domains\n",
- "\n",
- "The discretization of the computational domain. Instantiation of `PhysicalDomain`."
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 9,
- "metadata": {},
- "outputs": [
- {
- "data": {
- "text/plain": [
- "GalerkinToolkit.PhysicalDomain(…)"
- ]
- },
- "execution_count": 9,
- "metadata": {},
- "output_type": "execute_result"
- }
- ],
- "source": [
- "Ω = GT.interior(mesh;physical_names=[\"volume\"])"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 10,
- "metadata": {},
- "outputs": [
- {
- "data": {
- "image/png": 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oPB5rmoYpxpg1tb29HYZho9EAIITI5/PpdBqEvJ04CCGvZjAYeJ4XBEE+n19YWDBNE7uYTCbdbrfVag0GAyHE8vKyrutSol5HrYYzZxBFkBK3NCkhJXNd9r73qaur+JM/CR94wMxkOK7CORdTg8HA9/3nnnvOMAwhRC6XS6VSo9GIc46XS6fT5XJ5Zmam1+v5vt9sNi3LEkKYpskYAyFvAw5CyFU8z+t2uwsLC91u1/O8wWAghFheXtZ1HbvY2dlpt9utViuOYyHE/Py8qqpSol5HrQbXhZTYY6REvY7jx+0jRya/8zv+8eMZx8moKq5mTJXL5Xa7vbm52Wg0hBCDwSCfz+NaGGPW1Pb2dhiGjUYDgBDCtm1N00DIW4qDEHKVOI7DMByNRnEcFwqFhYUFzjl2IaUMgsDzPM55sVi0bZsxJiXqddRqcF1IiT1MSpw6pbiu0HX83M/hc5/r3X+/kU4zXEVV1WKxWCgUer1eEATnz5+vVCrpdNo0TcYYriWdTpfL5ZmZmV6v5/t+s9nM5/OO45imyRgDIW8FDkLIFaIoCoLg4sWLURQdOHDAsizGGHYRRZE/lc1m5+bmcrmcoihS4nvfQ60G14WUSIjxGL0e6nU8/LB55Agef7z9yCMZy9JUFa+gKEoulzNNs9PpmKbZaDQURXEcx7ZtTdNwLYwxayqKojAMG42GoiiO49i2rWkagDAMNU0zDAOEvH4chJCpXq/n+34YhrZtz8/Pdzod27axi36/73leGIaO4ywuLhqGAUBKuC5qNbgupEQySYlTp3D6dF7XsbKCL3xheN99GVXFK8RxDGB2dlZV1W63GwRBs9m0bVsIkc1mFUXBtei6XqlUSqVSt9sNgqDZbObzecdxgiDI5XKGYYCQ14+DkGSL47jT6fi+PxwOhRDLy8u6rvd6vTAMcZU4jrvdrud5w+FQCHH48OF0Oi0lul2cOIG1NbgupASRElKiXsf73pdZXcVnPtN54IGsrqfwop2dnclkkkqlGGP5qSiKgiC4cOGCqqqO49i2zTnHtTDG8lNRFIVheOnSpY2NjYMHD1qWpWkaCHmdOAhJqvF4HIah53kACoXCwsIC5xxTjLHJZBLHMWMMUzs7O2EYep4Xx3GhUFhYWOCcS4l6HbUazpxBFEFKkFeQEvU6PvAB68iRySc+ER4/rtu2rqoYj8epVIoxhhfpuj47O1sqlTqdju/7zWbTmTIMA7vQdb1SqRQKhW63K6X80Y9+ZNu24zjZbJYxBkJeGw5CkieKIt/3gyDIZDLlctmyLMYYrsAYi+MYU6PRKAgCz/M0TZuZmcnn84wxKVGvo1aD60JKkOuTEqdOKadP27qOlRX81/86uPNOqaoqYwwvl0qlnKnBYOD7/rlz53RdF0JYlpVKpXAtk8nEMIzFxcXxeByG4cWLF1OplD2laRoIeTUchCRJr9fzfT8MQ9u2Dxw4kM1mcS2MsclkMhgM2u12EASmac7Pz5umqSiKlPje91CrwXUhJchrJyWkRL2Of/fvjLvv3vnIR4L/8B/GpslVFVczpiqVShiGW1tbGxsbzpSu63i50WjEOU+lUpzzSqVSKpU6nU4QBM1m07Ztx3Gy2SxjDITsgoOQBIjjuNPpeJ63vb0thDh8+HA6ncbu+v3+1tbWeDwuFouLi4uGYQCQEq6LWg2uCylB3jAp8f3vp37wg/3/5b8oKytYW4vuvVdXVVyNc14sFguFQr/f933/7NmzlmU5jpPL5RhjmBqNRpqmKYqCKcaYPRVFURiGFy9eTKVSjuPk83lN00DIVTgI2dOklGEYep7HGBNC2LbNOccu4jjudDqe5w0GA8750tKSaZpSotvFiRNYW4PrQkqQt8R4rHS7qNfx0EP66io+97nu/fdn02mGqyiKYk5VKpUwDJvN5sbGhhDCtm1N00ajUTqdxlV0Xa9UKqVSqdPpBEHQbDbz+bwQIpvNKooCQl7EQcgeFUWRP2UYxuzsbC6XY4xhF+PxOAxD3/fjOC4Wi/v27XvmmWcAtV5HrYYzZxBFkBLk7SAl6nU8/HDuyBE8/nj7kUcylqWpKq6maVqpVCoWi71ez/f9ZrNp2/ZgMBBCYBeMMXsqiqIwDJ9//vlUKuU4Tj6f1zQNhAAchOw5vV7P87x2u+04zuLiomEY2N1oNPKnNE0rlUqWZTHGtrfjH/4w+/GPaz/4AaQEeQdIiVOncPp0XtexsoIvfGF4330ZVcXVGGPWVBRFYRg+++yzURQxxvL5vKqq2IWu65VKpVQqdTod3/ebzWY+nxdCZLNZRVFAEoyDkL0ijuN2u+153mg0EkLcfvvtmqZhd8Ph0PO8IAhyudzCwoJpmgCkxPe+h09+krnugfFYAXlnSQkpUa/jfe/LrK7iM5/p3H+/kclwXIuu66VSqdVqFYvFTqfTbDZt2xZCGIaBXTDG7KkoioIguHDhAudcCGFZlqZpmBqPx5xzkMTgIOTWJ6UMgsD3fcZYoVDI5/Occ+yu1+u1Wq1ut+s4ztLSUiaTASAlXBe1GlwXUgJQQG4cKVGv4wMfsI4cmXziE+Hx47pt66qKVxiPx3EcF4tFzvlwOPR9/7nnntN1XQhhWRbnHLvQdX12drZUKnW7Xd/3NzY28vm8ECKbzTYaDV3XS6USSDJwEHIri6LInzIMo1qtmqbJGMMu4jjudDqtVms0GgkhqtWqpmlSotvFiRNYW4PrQkqQm4eUOHVKOX3a1nWsrODzn+/fd18mnWZ4kZRS07RUKgUgk8nMzc2Vy+V2u+37frPZtG1bCKHrOnaRSqXsqSiKgiC4cOEC57zT6Rw4cAAkMTgIuQVNJpNer+d5XrfbdRxncXHRMAzsbjweh2HoeZ6iKEII27Y551KiXkethjNnEEWQEuTmJCWkRL2O978/e+QInnii88gjhmlyVcVoNNI0TVEUvIhzXigUhBD9fj8IgmeeecY0TSFELpdjjGEXuq7Pzs6WSqUwDC9evHjhwoXhcOg4TjabVRQFZE/jIOSWEsdxGIa+749GIyFEtVrVNA27G41G/lQ6nS6Xy5ZlMcakRL2OWg2uCymRHKoKXUcUQUrciqTEqVM4fdrSdaysYG0tOnRopGkarqIoijlVLpfDMGw2mxsbG47j2LadTqexi1Qqlc1my+Xy/v37O53OhQsXOOdCiHw+r6oqyB7FQcgtYjQahWHo+z5jrFgs5vP5VCqF3Q0GA38qn88vLCyYpglASnzve6jV4LqQEsmhqjhyZPLUU8ptt8lvfav38Y87UuIWJSWkRL2Ohx7S77wz9cd/fHlmJk6nGa5F07RSqVQsFnu9nu/7ly9fzufzQohsNssYw1WiKEqn0+ZUuVzudru+7zebzXw+7zhONptVFAVkb+Eg5KY3HA49zwvD0DTNarWay+UURcEuJpNJr9fzPK/X6zmOs7y8rOs6ACnhuqjV4LqQEsmhqjhyBE89hbvu2ul2/Y2Nrfe8J/tzP2f84Adp3OKkhOuqjz46t7qqPP54+5FHMpalqSquxhizpqIoCsPw4sWLqVRKCJHP51VVxRWiKNJ1HVOpVMqeGg6HQRBcuHBBVVXHcfL5vKqqIHsFByE3q8lk0u12fd/vdruO4ywuLhqGgd3FcdzpdFqt1mg0KhQK1WpV0zQAUsJ1UavBdSElkkNVceQInnoK99wTd7v+uXObuq7v37/fNM1vfhNHj+LSJewB47Fy6hROn87rOlZW8IUvDO+7L6OquCZd1yuVSqlU6nQ6vu83m03bth3HyWazmIqiyDRNvFxmqlQqdbvdIAiazaY9lc1mFUUBucVxEHLz2dnZabfbnueNx2MhRLVa1TQNuxuPx2EYtlotxlihUMjn85xzKdHt4sQJrK3BdSElkkNVsbqKJ5/EPffE/X547twm53zfvn2WZWFqbg7r63jgAUiJvUFKSIl6He97X2Z1FU880Tt+XDdNrqq4GmPMnhoOh0EQnD9/Pp1OCyFyuVwURcViEdfCOXemBoNBGIYXLlxQVdVxnHw+r6oqyC2Lg5CbyWg0CoLA933OeaFQyOfzqVQKu9ve3g6CwPO8TCYzOztrWZaiKFKiXkethjNnEEWQEokyN4f1dRw5MhkM2j/96SaASqWSz+cVRcEVVlexuop6HXuMlKjX4bqmrmNlBX/6p6P3vEdTVVxTZqpUKnU6Hd/3L168GIZhtVrFdRlTpVKp0+kEQdBsNm3bdhwnm82C3II4CLk5DIdDz/OCIMjlcvv27TNNU1EU7G4wGHieFwSBbdv79+83TROAlHBd1GpwXUiJpFFV3H33zv/8n6lcrnPhwuZ4PC6VSrZtM8ZwFVXF+jqOHsWlS9h7pISUqNfx3vdqq6v4/Of7992XSacZroVzLqZarVan0zl//rxpmkIIy7IYY9gF51xMDQaDMAx/+tOfappmT3HOQW4dHITcUJPJpNvtep7X7/cdx1laWspkMtjdZDLpdrue5/X7fSHE8vKyrusApITrolaD60JKJI2q4p574i9+kS0vD4Ngs92OZmZmhBCpVAq7m5tDvY6jR3HpEvYqKVGv4/3vzx45giee6Bw/nsnlVFXFNTHGqtXqvn37Op3O5ubmxsaG4zi2beu6jt0ZU6VSqdPpBEHQbDZt23YcJ5vN4kWTyURRFJCbEgchN8h4PO50Oq1WK45jIcS+fftUVcXu4jgOw9D3fSlloVCYm5vTNA2AlHBd1GpwXUiJpFFV3HNP/MUvsttvj4Jg89Kl3szMzMLCAuccr8HcHNbX8cADkBJ7mJQ4dQqnT1u6jpUVrK1F996rqypeIYoiXdc1TSsWi0KIXq8XBMHZs2ctyxJCmKbJGMMuOOdiajAYhGF4/vz5dDrtOE4+n+ecX7hwwTCMmZkZkJsPByHvuNFo5Pt+EASqqhaLRdu2GWPY3Xg89qcYY8ViMZ/Pp1IpKdHt4sQJrK3BdSElkkZVcc89ky9+UVlZGYXh1oULYbFYrFarmqbh9Vhdxeoq6nXseVJCStTreOghfXUVn/tc9/77s+k0w4uiKLJtG1OMMWtqe3s7DMNGo6EoihAin89rmobdGVOlUqnT6QRBsLGxYdt2EASFQgHkpsRByNssjmPGGKYGg4Hv+0EQ5HK5+fn5bDarKAp2F0WRP2UYRrVaNU2TMSYlvv991Go4cwZRBCmRNKqKI0cmTz2l3HGHDMOtc+c8IcTy8nI6ncbrp6pYX8fRo7h0CQkhJep1PPxw7sgRPP54+MgjhmVpnE+iKNJ1HS+XTqfL5fLMzEyn0/F9v9ls2rbtOE42m1UUBbvgnIupwWCwubm5sbGRyWRmZmYsy+Kcg9xMOAh5OzUaDQCVSqXX67VarcFgIIS47bbbdF3HdQ0Gg1arFYahbdsHDx7MZrMApMT3vodaDa4LKZFAqoojRyZPPaXceee40/HOnWtZlrW8vKzrOt6EuTmsr+OBByAlkkNKnDqF06dtXcfKCj7zmW6hsKNpGq6FMWZPRVEUBMGFCxc0TXMcJ5/Pc86xO8MwhBAHDx6cmZnxfb/RaNi2LYQwDAPk5sBByNuJc95sNnu9XhzHhUJhfn5eVVXsbjKZdLvdVqs1GAyEEMvLy7quA5ASrotaDa4LKZFAqoojR/DUU7jrrp1u1z93biubzS4uLhqGgbfC6ipWV1GvI2mkhJSo1/GBD1i3337oP/2n4SOPZEyTqyquSdf12dnZmZmZTqfj+36z2XQcx7ZtwzCwi8FgYJqmmBoMBkEQnDt3Lp1OCyEsy+Kcg9xQHIS8Pba3t4MguHjx4mAwuOuuuyzLYoxhdzs7O+122/O8nZ0dIcT8/LyqqgCkhOuiVoPrQkok1q/9Gh57bKIo4Q9/eFnX9X379juOibeOqmJ9HUeP4tIlJJOU+Nd/NX7rt6DrWFnBn/7p6D3v0VQV18Q5F1ODwcD3/eeee84wDCFELpdLpVJ4ucFgYNs2poypcrnc6XR83280Gs6UYRggNwgHIW+1wWDgeV4QBPl8/sCBA5ubm5ZlMcawCyllEAS+76dSqUKhYNs2YwyAlHBd1GpwXUiJhPvqV/G3f6tMJvZkkp+Z2XnwQdx7L/bvxwuOHcMn2neIAAAgAElEQVTP6DpUFW/Y3BzW1/HAA5ASiSUlpES9jve+V1tdxec/37/vvkw6zbALY6pcLrfb7c3NzUajIYSwbVvXdUzFcTwcDmdnZ3EFzrmYGgwGvu8/99xzuq4LISzL4pyDvLM4CHmLxHHc7XY9zxsMBkKI5eVlXdfH43Gj0djZ2WGM4SpRFPlT2Wy2Wq3mcjlFUaREv48TJ7C2BteFlCAvkBJSAlAApd9nTz+NL38Zuo6XHDuG/fvx7ndj/3684Ngx/IyuQ1XxGq2uYnUV9TqIlKjX8f73Z48cwe/+buf4cd2yNFXFNamqWiwWC4VCv9/3ff/s2bOWZQkhTNPc3t4GkE6ncS3GVKVS6XQ6vu9vbGzYtu04jmEYIO8UDkLetPF4HIah7/txHBcKhYWFBc45phhjnPPxeKyqKq7Q7/c9zwvD0HGcxcVFwzAASAnXRa2GM2cQRZAS5DqkhJR4ybe/jRc8/TR0HS85dgz79+Pd78b+/XjBsWP4GV2HquJqqor1dfzbf4tGA+QFUuLUKZw+bek6Vlawthbde6+uqrgmRVHMqUqlEoZho9EAkEqlVFVljGF3nHMxNRgMfN8HeWdxEPImbG9v+74fBEE6nS6VSpZlMcZwBcaYpmlSykwmA2AymXS73VarNRwOhRDLy8u6rgOQEq6LWg2uCylB3jApISVe8u1v4wVPPw1dx0uOHcP+/Xj3u6EoWFjAsWP4GV2HqmJuDl/72s6DD6akBPkZKSEl6nU89JC+uorf+73e8eOZbDalqrgmTdNKpVKxWOx2u2fPno2iSNd1IUQ2m1UUBbszpkDeWRyEvCH9ft/zvDAMbdteWFgwTRO7UFV1NBrt7Oy02+1WqxXHcaFQWFhY4JwDkBKui1oNrgspQd4OUkJKvOTb38YLnn4auo6XHDuG/fvx8Y/H1Wr7X/6lN5nsAxSQl5MS9Tpc19R1rKzgr/96dPCghl0wxvJT+/fv39nZuXDhgqqqjuPYts05B7lpcBDyesRx3Ol0fN8fDoeO4ywvL+u6jutSFKXZbG5tbamqOjMzk8/nGWMApITrolaD60JKkHeYlJASL/n2t/GCp59m6bQdRfZ4rIDsQkpIiXodf/zHo89+9nKp5GSzWUVRcJXxeBxFkW3bmqaVSqVOp+P7frPZtG1bCGEYBshNgIOQ12Y8Hodh6HkegEKhsLCwwDnHdUVR5Pv+pUuXFEVZWVnJ5XKKokiJfh8nTmBtDa4LKUFuHlJCSgXktfnudzNx3L9w4YKqqkKIfD7POccVoijSNE1VVQCpVMqZGgwGvu+fO3dO13UhhGVZqVQK5MbhIOTVRFHk+34QBJlMplwuW5bFGMN19Xo93/fDMBRCHDp0KAxDy7KkhOuiVsOZM4giSAlCbmmtVqpcLhtGsd1u+77fbDadqUwmg6nhcJjJZBRFwRWMqUqlEoZhq9Xa2NhwpnRdB7kROAjZXa/X830/DEPbtg8cOJDNZnFdcRx3Oh3f94fDYaFQOHz4cDqdjqJoY6P13e/Gv//7zHUhJQjZGyoVvCCVSompfr8fBMGzzz5rmqYQIpfLDQYDwzBwLZzzYrFYKBT6/b7v+2fPnrUsy3GcXC7HGAN5B3EQcpU4jjudjud529vbQojDhw+n02lc13g8brfbnufFcVwsFhcWFjjnAKSE66qPP37w//5fJiUI2UsefBC6jpdkp0qlUhiGzWZzY2Oj3W4fPnwYu1MUxZyqVCphGA6Hw3w+D/LO4iDkClLKMAw9z2OMCSFs2+ac47pGo1EQBJ7naZpWKpUsy2KMAZASrotaDa6bkjIDQvYWVcW73w1VxStomlYqlYrFoud5jUbj/PnzxWLRcZxsNovdaZpWKpXiOAZ5x3EQMhVFkT9lGMbs7Gwul2OM4bqGw6HneWEYmqY5Pz+fy+UwJSVcF7UaXBdSgpA9SdfxC78QAwzXwhjTNG1+fn5ubi4Mw/Pnz6fT6UKhYFlWKpXCLhhjIO84DpJ4vV7P87x2u+04zuLiomEYeDW9Xq/VanW7XcdxDh06lMlkAEiJKMKJE1hbg+tCShCyh8VxfP78eSFytm2rqoqrDIfDTCZjTJVKpXa7vbW1tbGxIYSwbVvXdZCbAwdJqjiO2+2253mj0UgIcfvtt2uahuuK47jT6Xiet729LYSoVquapgGQEq6LWg1nziCKICUI2fOKxZ1yedLtdi9fvmzbthDCMAxcYTAY2LaNKc55oVAQQvT7fd/3z549m8/nhRCmaSqKAnJDcZDkkVIGQeD7PmOsUCjk83nOOa5rPB6HYeh5HoBCoWDbNuccgJRwXdRqcF1ICUKSo9X6/371Vz/56KO/8qEPfQjAc889ZxhGoVCwLEtRlDiOh8NhtVrFFRRFMafK5XIQBBcvXkylUkII27Y55yA3CAdJkiiK/CnDMKrVqmmajDFc12g08qc0TSuXy5ZlMcYASAnXRa0G14WUICRROJ/8x/8422qt/tmf/dmf//mfHz9+/Nd//dfvvPPOjY2NZrNZKBQ0TVMURdM0XEs6na5UKjMzM51Ox/f9ZrMphLBt2zAMkHccB0mAyWTS6/U8z+t2u47jLC4uGoaBVzMYDHzfD4Igl8stLCyYpokpKeG6qNXgupAShCRQJqP83u/dsbT0l//yL//y13/911/72te+8pWv3H///R/96EcffPDBTqezubnJGNve3s5kMthFKpVypgaDge/7uq6D3AgcZE+L4zgMQ9/3R6OREKJarWqahlfT7XY9z+t2u47jLC0tZTIZAFIiinDiBNbW4LqQEoQknKIod0998pOf/MY3vvHlL3/5t3/7tw8fPvzoo4/ed999MzMzP/nJT7LZbKFQME2TMYZdGFMgNwgH2aNGo1EYhr7vM8aKxaJlWZxzXFccx51Op9VqjUYjIUS1WtU0DYCUcF3UajhzBlEEKUFIwlUqqFTwkmq1+sQTT/zmb/7miRMnvvSlLz311FPf+ta37r777kcfffRd73pXo9FgjAkhbNvmnIPcZDjInjMcDn3fD4LANM1qtZrL5RRFwXWNx+MwDFutFmOsUCjk83nOOQAp4bqo1eC6kBKEkJ+54w7oOl7BMIwPfvCDv/ALv/AP//APJ0+e/OY3v/kXf/EXDz744G/8xm888MADnU6n2WwKIRzHyWQyIDcNDrJXTCaTbrfr+36323UcZ3Fx0TAMvJrt7e0gCHzf13W9UqlYlsUYAyAlXBe1GlwXUoIQ8hJVxcMPQ1XxCnEcX7582fO8Bx988Fd+5Vc+9alPra+v/9Vf/dXHPvaxO++887HHHvvgBz8Yx/Gzzz6by+WEEKZpMsZAbjQOcuvb2dlpt9ue543HYyFEtVrVNA2vZjAY+FO2bS8sLJimiSkp4bqo1eC6kBKEkFfQdTz4IF4hiqJLly4BWFpa0nUdwMLCwqc+9anf+q3f+ru/+7svfelLn/3sZ7/4xS/+8i//8mOPPVYsFhuNBmNMCGHbNucc5MbhILey0WgUBIHv+5zzQqGQz+dTqRSuazKZdLtd3/d7vZ4QYnl5Wdd1AFIiinDiBNbW4LqQEoSQ18j3/UajUSgUyuUyYwxXyOVyv/qrv/qhD32oXq9/+ctf/sY3vvH000//4i/+4kc/+tFjx4612+1msymEqFarIDcIB7k1DQYD3/eDIMjlcvv27TNNU1EUXFccx+122/O80WhULBar1aqmaQCkhOuiVsOZM4giSAlCyHVUKqhU8DPj8bjZbHY6nfn5+Xw+j12kUql7p/7gD/7ga1/72le+8pXHHntsdXX1Ix/5yC/90i85jgNy43CQW8pkMul2u57n9ft9x3GWlpYymQxezXg8DoLA8zzGWLFYzOfzqVQKgJRwXdRqcF1ICULIa3HHHdB1vKDf71+6dEnTtKWlJU3T8BocOnToD//wDz/xiU9861vf+tKXvvRHf/RH//2///e///u/P3z4MMgNwkFuEePxuNPptFqtOI6FEHNzc5qm4dVsb2/7U5lMZnZ2NpfLMcYASAnXRa0G14WUIIS8RqqKT38aqoqtra2NjY1KpTIzM6MoCl4P27Y/8pGP/Nqv/do//dM//eVf/uXhw4dBbhwOctMbjUa+7wdBoKpqsVi0bZsxhlczGAw8zwuCwLbtAwcOZLNZTEkJ10WtBteFlCCEvHacT44d699xh/bTn25EUbS4uGiaJt4ozvn/MwVyQ3GQm9hgMPCnLMuan5/PZrOKouC6JpNJt9v1PK/f7wshlpeXdV3HlJRwXdRqcF1ICULI6zI3h7W1n9x5p3zmmW0hxKFDhzjnILc+DnLzieO41+u1Wq3BYOA4zvLysq7reDVxHIdh6HneeDwuFAr79u1TVRWAlIginDiBtTW4LqQEIeT1qlYn3/nOZDLRLlxoqqoqpez1epZlMcZAbnEc5Ebr9XqDwaBUKgEYj8ftdtvzvDiOhRDz8/OqquLVSCmDIPB9P5VKFQqFfD6fSqUASAnXRa2GM2cQRZAShJDXS1Vx113jr351R8pLcRz//M//vKqqYRhevnx5c3NTCGHbNucc5JbFQW40xlir1crlcu122/d9TdNKpZJlWYwxvJooivwpwzCq1Woul1MUBYCUcF3UanBdSAmytykKJhOQt0O1ir/5Gxw82N3aajiOU6lUGGMAisWiEKLT6bRarc3NTTGlaRrILYiD3Gg7OzutVmswGMzMzCwsLJimideg3+97nheGoW3bi4uLhmFgSkq4Lmo1uC6kBNnbVBWrq/jYx/C5z+HSJZC3VrU6+ed/3uH8cqvVnpubs20bV2CM2VO9Xq/Vav34xz92HEcIYRgGyC2Fg9wgcRx3u13P8waDQSaTmZubm52dxauJ47jX67VareFw6DjO8vKyruuYkhKui1oNrgspQfY2VcXqKj79aRw/DlXFBz+ID38YrgspQd48VcWdd47/x/+Q29vPx7F66NChdDqNXZhTw+HQ87znnnvONM1CoWCapqIoILcCDvKOG4/HYRj6vh/HcaFQWFhY8DxvNBrhunZ2dtrtdqvViuNYCLGwsMA5ByAloggnTmBtDa4LKUH2vLk5rK9jdRWqip+Zm8PJk3Bd1GpwXUgJ8oZVq/ibv8HCQri11ahUKjMzM4qi4NVkMpl9+/aVSqUgCJ5//nlN0wqFQj6fZ4yB3Nw4yDsoiqJgKp1Ol0oly7IYYwAMwwiCYDKZKIqCq4xGozAMPc9TVbVYLNq2zRgDICVcF7UazpxBFEFKkD1PVbG6ivV1zM3hFVQVR4/i5Em4Lmo1uC6kBHldVBV3373zta/FjG2024PFxUXTNPF6aJpWLpcLhUK73d7a2ppMJkIIkJsbB3lH9Pt9z/PCMLRte2FhwTRNXCGTyYxGIymlpmm4QhRF/lQ2m52bm8vlcoqiAJASrotaDa4LKUGSQFWxuoonn8TqKlQVu1FVHD2KkyfhuqjV4LqQEuS1mJvD+jpuu22wuXnJMIylpSXOOd4QznmhUHAcZzKZgNz0OMjbKY7jTqfj+/5wOHQcZ3l5Wdd1XIVzbhjGYDDQNA1TvV7P9/0wDB3HWVxcNAwDU1LCdVGrwXUhJUgSqCpWV/Hkk1hdharitVBVHD2KkyfhuqjV4LqQEuQ6qtXJd74z0bStS5c2Z2dni8Ui3jTGGK7QbDaz2azneQcOHAC5mXCQt8d4PA7D0PM8AIVCYWFhgXOO3RmGMRgMLMvqdrue5w2HQyHE4cOH0+k0pqSE66JWg+tCSpCEmJvD+jpWV6GqeL1UFUeP4uRJuC4+/GFcugRyNVXFXXftfPWrYykvbW/Hhw4dMgwDb4OdnZ1z58612+2NjY0777zTNE2QmwMHeatFUeT7fhAEmUymXC5blsUYw6vRdf38+fO9Xi+O42KxuLCwwDnHlJRwXdRqcF1ICZIQqorVVayvY24Ob4aq4uhRfOc78SOPjM6c0aUEecncHNbXsbjY3dpq2LZdLpdTqRTeHnNTZ86c2b9/fzabBblpcJC3Tq/X830/DEPbtg8cOJDNZvEaSCl93798+bLv+/Pz84VCgTGGF0mJD30I3/42pARJCFXF6iqefBKrq1BVvHm9Xm80uvxXfxU3m9U/+qOs60JKJJyq4p574q9/fcL55a2tsFqt2raNt9/KygrITYaDvGlxHHc6Hc/ztre3hRCHDx9Op9N4DaIo8jwvCALTNA8cOKBpmq7rjDG8XKsFKUESYm4O6+tYXYWq4s2TUm5tbXmeVy6XDx4srqywkyfhuqjV4LqQEsk0N4f1ddx+e7S11RiP2eLioq7rIEnFQd4EKWUYhp7nMcYKhUI+n+ec4zXo9Xqe57XbbSHE4uKiYRgA2u12v9/P5XK4gqri05/Go49CSpC9TVWxuor1dczN4S3h+36z2TQM47bbbtN1HVOqiqNHcfIkXBe1GlwXUiJRqlXU69B178KFxszMTKlUYoyBJBgHeaMajYbv+4ZhzM7O5nI5xhheTRzHnU7H87zt7W0hxO23365pGl6UzWbDMMRVbrttW9fTUoLsVaqK1VU8+SRWV6GqePMGg0Gz2RyNRtVq1bZtXEVVcfQoTp6E66JWg+tCSux5qoq77975+tcnOzuNra3B/v37LcsCSTwO8kaZpmnbtmEYeA3G43EYhr7vTyaTQqFg2zbnHC9nGEaj0djZ2UmlUpgaDAatVqvb7cTxCsBA9hxVxeoqnnwSq6tQVbx54/G41Wptbm6WSqWFhQXOOXanqjh6FCdPwnXx4Q/j0iXsYXNzWF/H8vLw8uWLhmEcOnRIVVUQAnCQN8qyLLwGo9HIn9I0rVQqWZbFGMO1aJrGGNve3jYMo9PpeJ7X7/eFEHfcsfTe907+9m9B9pi5OayvY3UVqoq3RBiGzWZT07SlpSXDMPDaqCqOHkW9jg9/GK4LKbH3VKuT734Xmrb1/PPNarVaLBZByIs4yHUNh8NMJoM3ZDgcep4XBEEul1tYWDBNE9fFGMtkMs1mM47j0WhULBb37dunqiqA48fxv/83pATZM1QV6+s4ehRviSiKLl++3O/3K5WK4ziKouB1mpvDyZNwXdRqcF1Iib1BVXHXXTtf/3os5cXBQC4tLRmGAUKuwEF2cfHiRQCWZWUyGbxOvV6v1Wp1u13HcZaWljKZDF7NeDxut9utViuKone96122bXPO8aIHH4SuQ0oknKpC13F9UQQpcUtotSAl/v/24Da2jfy+E/iXw/8Mh6MhORzxcYakJZKWd727Xol3WblOHATNpUDyJrhyk+aSQxCkfdUCORQFLmhRFAUuwCHtmxropS2SoNcgi0uQUE3vNtkiyTYtnLWXQaPzZh+zlmRb5AzJ4YMoSqJIDjW8PRcNkma9lm3ZJsXf58PzuBeO4zQaDcuygsHgyZMneZ7H3eJ5LC/j4kWsriKfh2Fg0uk6CgWk0zv1uun3+5PJJGMMhPwiBvJLBoPBzs7O5uamKIo+nw+H5jhOp9NpNBqDwUBVVU3TBEHA7di2vbW11Ww2eZ7Xdb3dbquqynEcph5jI49n5HJxLhdiMbzvfVhYgKLgLaqKxx6DpuFfmCZefRWtFt7SbuPNN/GP/4hqFf9ifx/DIcaNbeM//kfkcrhwAbkceB53odPpVKtVjuPm5uZkWcZR4HmcPo3//J/x+c9jcvE8FhedQgFud7VWa+m6HgwGQcjbYSC/pNvtNhoNxlgoFGKM4RCGw2G73W42my6XS1VVRVEYY7idfr/fbDa3trYkSdJ13efzOY7TarUGg4Eoivg5sRhiMezs4NjjeXg8o7e8+929c+e2Mhn25JP+uTkvAFEEz+NtnTqFU6fwM7aNXg9vqVaxtnbw6qs7X/+67/XXXf2+azh0YWzYNopFnD+PXA6FAnQdhzcYDGq12vb2diwWU1WV4zgcEcNAPo/VVUwuXUehgEcf7VuWwXFcNpsVRRGE3AID+SWiKAZuisViuJ3BYNC6yePxRKNRv9/PcRxup9vttm5SFGV+fl6SJNzkdrslSep2u6Io4ud4PKPHHnNdvYpjjOdx5szw93+fSyTaHGcpihiPh2RZxp3jefA83uLz4eRJ9wc/qPzmb+5ev14tFn1f+ILv2jVvv++ybYwJ20axiOVlFArI5cDzeGeO47RarVqt5vf7FxYWBEHAEbFtrK4in4dhYHJpGopFeL2tzU0zFApFIhGO40DIrTGQXyKKYiwWw+F0Op1+v59KpWRZxiHs7u42Go3d3d1gMLiwsCCKIn6RJEndbldVVdzkOE6n02k0Gr/6q+Kzz+rDoQvHC89DFLGwMPzzP+fm5rbb7TrP8+Gw5vf7cXSCQTkQSMfj1lNPrQcC0ZdeCv/3/+689JLbtjEmDAPnzyOXw4ULyOXA83hbu7u71WrVcZxkMun3+3F0DAP5PFZXYduYUDyPJ588+OY3R45TqdV2U6mU3+8HIbfDQO6NoiihUAi34zjOzs5Oo9Ho9/uqqmqaJggC3o4kSZVKZXRTu91uNBqj0SgYDCrKuiDEh0M3jgueRy6Hz34W73//qNfbabfrnQ5isVggEHC5XDhqHMfFYjG/32+a5hNPbH/3u/E335Q/85nR//2/LtvGOLBtFIs4fx65HAoF6Dp+3nA4tCyr2WxGo9FQKMRxHI6IbWN1Ffk8DAOTS9dRKGBhYb9eNwVByGQygiCAkENgIPeGMYZ35DhOu91uNBqO44RCIUVRGGO4Na/Xu7+/X61Wt7e33W63oij//M///OUvf/m55y7u728AMiYfzyOXw4ULyOWwv9+xLOvg4CAcDgeDQZfLhftJkqRMJlOv18vla8nk7D/+Y+QnP2H5PAwDY8K2USxieRmFAnI58Dze0mq1qtWqJEknT54URRFHxzCQz2N1FbaNyaVpoxdfhCDUS6VqPB4Ph8Mg5NAYyO2Uy+VoNMrzPO7QcDhs3eR2u0OhkKIoHMfhHdm23Wq1ms0mx3HRaPSHP/zhl770peeffz6dTv/BH/ze//pf5muvLWCS8TxyOVy4gFwO/f7u5mZtMBiEw2FVVTmOwwPhcrkikYjf769UKjdurD36qFYs+p96amSaLowNw8D588jl8PnP9zStenDQ0zRNURQcHdvG6iryeRgGJhfP48knD77xDWc4NLrdQSaTmZmZASF3goHcWqPRcByn1WpJkqSqKg5tMBi0Wq1ms+n1ejVN8/l8LpcL72gwGDRvmpmZCYVCly5d+trXvnbx4sUnnnjiT//0Tz/2sY9F/z/8zu/AtjGhdB2FAnI5DAZ7hlHf29sLh8OqqjLG8MCJojg/P99qtUqlUiAQeOaZ2V/7Na9tY3zYNopFfOAD4mOPxb/1LbeiMBwR28bqKv7Lf8HqKmwbk0vXUSggm92r1cp+vz+ZTLrdbhByhxjILQyHw5/+9Kcul4sx5vF4hsMhYwy3s7+/32w2t7a2/H7/iRMnZFnG7fR6vUajsbW1FQgEFEX5zne+88wzz9Tr9dnZ2b/8y7/M5/OqquKm970PogjbxiTStFGx6FLV/Uql3ul0QqGQrus8z+OhUlVVFMU333zzpZdKo9FZwIUxY9u4csVz7hxWVpDLgedxjwwD+TxWV2HbmFw8j8VFp1AAY7VKpalpmqqqIOSuMJBb6HQ6Pp8vFAr1er2ZmRnczu7ubqvVarfbqqpms1mv14vb6Xa7jUaj3W6rqurz+VZWVv76r//61Vdffe973/u7v/u7i4uLp06d8vv9mHA8j8cfH3zzm6PRqH71amt2dnZhYUEQBDxso9Foa2vLsqz9/eB/+2+PDIcujCvTxPnzyOVw4QJyOfA87oJtY3UV+TwMAxNN11Eo4PTpgWUZgwGy2awoiiDkbjGQW/D7/adOnfJ4PDgE0zS3trZmZ2cfeeQRQRBwO7u7u41GY3d3V1VVr9f7la985W/+5m+uXbv2gQ984I//+I8/+MEPiqLYarWuX7+uaVooFMJNsRhiMezsYILEYs43vnGQTDa2txuqqi4sLIiiiDGwu7tbrVb7fada1T/xCW+zyTDebBvFIs6fRy6HQgG6jjtiGMjnsboK28ZE0zQUi/B6WzdumLOzs9FolOM4EHIPGMgtsJtwOKqqRiIRxhje0Wg02tnZaTQavV5PVdVut/uFL3zhq1/9qmVZH/rQhy5cuPD+97+f53ncpKqqIAjlcrnX62maxnGcKOLxx3H1KiZFJDJ87rkWYxbgy2azkiRhDPR6PcuydnZ2hsPoJz8pv/66aNuYFLaNYhHLyygUkMuB53Fbto3VVeTzMAxMNJ7Hk0863/ymMxpVq9VOKpXy+/0g5J4xkKMgiiLekeM4nU6n0WjYtj07O7u9vf35z3/+61//+t7e3oc//OHf+q3fes973sNxHH6RLMvpdLpcLl+/fj2RSAiC8NnP4tlnYdsYf9Ho8Gtf2wgE+HB4TpZljIHhcFi/ye+f3dpa+OhH3ZUKhwlkGDh/HrkcLlxALgeex60YBvJ5rK7CtjHRdB2FAk6d2rcsQxCEbDYrCAIIOQoM5NC63a4kSbhDjuO02+1GozEajWZnZ9fW1v7sz/6sUCgAePrppz/96U+/613vcrlcuAVBEObm5kzT3NjYSCaTudxMLodiEePvd35nK5eL+f1+jAHHcVqtlmVZgiBtbS186lPcK6/wto3JZdsoFnH+PHI5XLiAXA48j59n21hdRT4Pw8Ck07RRsegShPrmZiUWi4XDYZfLBUKOCAM5BMMw3G63KIqSJOHQhsNhu91uNBput3t2dvbll1/+3Oc+93d/93eyLH/yk5/81Kc+debMGRwCx3GJRKJer29sbCQSiUIh+O/+3bBWYxhv/+N/BH/t11guB57Hw9XpdGq1mm2jWj3xe7/HXn3VY9s4HmwbxSLOn0cuh0IBuo5/YRjI57G6CtvGRGNs9Nhj/W99y23bxt7eIJ1Oy7IMQo4UA3lHtm1vbW2Vy+X9/f1IJDIzM8PzPG7Htu1Wq9VsNj0eT7rE+lgAACAASURBVDgc/tGPfvTlL3/5O9/5TiQS+cxnPvPJT35yYWEBdygcDguCsLm5yfO1r33N/YlPnDRNjLNajZ0/j1wOFy4glwPP48HrdruWZXU6+9Vq/L/+V/G110TbxvFj2ygWsbyMQgGnT+O115DPwzAw6XQdn//8+tLSqNPZDwaD6XSaMQZCjhoDeUd7e3umaY5Go0Qi4ff7eZ7HO+r3+61Wq9lsyrIciUQuXrz4xS9+8fvf/346nf7DP/zDT3ziEydOnMBdGQ6Hg8HAcRzLsiKR0Asv2O9+NzNNF8aYbaNYxPnzyOVw4QJyOfA8HozBYFCpNEyz9frr+oUL0ddf99o2jjfDwPnzEEX0erBtTDSex+KiUyhgNBKuXbsmCEI4HHYcB4TcBwzkHSmKcvr06VqtlkwmcTvlcrnVaimKEg6Hv//973/pS1+6ePHi448//id/8icf+9jHYrEY7spwOGy1Wo1Gw+PxzM/Pi6JomuZweOPixeR73iNUKi6MN9tGsYjz55HL4bOfxX/4DxBF8Dzuk37fMc3W//k/3f/5P2Nvvhnr97nhEFPCtmHbmHS6jkIBp08P6nXTcZynnnpqNBpZlnX16tVwOKyqKmMMhBwdhqn34x//OJFIRKNR3IIgCMlkEoegKArHcd/+9re//OUv/+hHP3rqqaf+4i/+Ip/Pq6qKuzIcDlutVqPREEUxkUj4/X7clEqlarXa1tb6D36Q/PjHvS+/zGwbY862USziN34DoojTp/Gbv4n3vQ9vicUgiuB53DXbRq+HahVvee657jPPSK+9NtvrzQ6HLpBJo2koFiFJWzduGKqqxmIxjuMAzM3N7e7uWpbVbDbD4bCqqhzHgZCjwDDd6vX6888//653vatSqSwuLuLevPnmm5/+9Kdffvnl9773vV/5ylc+/OEP+3w+3BXbtlutVrPZFEUxmUz6fD78HI7j4vG4x+Mpl689+6y2uRnK52EYGH+2DdtGsYjVVYgi3hKL4fHHce4cFAVvUVW8JZnEzzzyCN7yxhv4mVIJb2m18JZ2G5cu4ZVXUK3iLb2eZNsAXCCThuexuOh84xvOaFStVDqJREJRFPwc+aZOp2NZVrPZjEQigUCA4zgQcm8Yplu/3z9z5oyiKPF4HPcsd9Mf/dEffehDHxJFEXdlMBhsbW01Gg1JklKplCzLuAVVVQVBKJVKyeTg8uXY2bMu03RhQtg2bBtv2dnB1at49lmIIu5CrwfbBpl0uo5CAY880qvVyjzPZzIZj8eDt+P3+2VZ3t7etiyr2WxGIhG/3w9C7gHDdEskEoyxWCyGw7EsS1EUQRBwC3/1V3/F8zzuymAwaLVajUZDluUTJ07IsozbkWU5nU6Xy2WOu/HCC4l3v5uZpgsTyLZh2yDTSdNQLMLjaWxuVqLRaDgcdrlcuDWO44LBYCAQaLVahmE0Go1IJCLLMgi5KwxTLxaL4RBqtRqAn/70p7Isnz59WhRFvB2e53HnBoNB8yZZlufn52dmZnBoHo9nbm6uUqns7W380z+lPvYx4Sc/cds2CBl/PI8nnzz4xjecg4NKo9Gdn5+XZRmHw3FcKBRSFKXVat24cWNmZiYSiUiSBELuEAM5hF6vV6/Xt7a2Zmdnw+GwKIo4IoPBoNFotFotn8+XTqclScKdc7vdiUTC+v/Wn3susbGh5PMwDBAyznQdhQKy2b163ZQkKZvNMsZwhxhjkUhEUZRms7m+vq4oSjQaFQQBhBwaAzkEURQXFhaq1WoqlcIR6ff7zZsCgUA6nZYkCfcmEokIglAul+fm+sVi9KmnYJogZAzxPBYXnUIBPG+ZZl3TtNnZWdwDQRDi8biqqu12WxAEEHInGMjhCIKQSqVwFHq9XvMmRVEymYwkSTgiiqJ4PJ5SqSSK/UuXtHPn3KbpAiHjRNdRKOD06UG9bvb7TiaTkSQJR8Hj8USjURByhxjIA9Tr9RqNRqvVCgaDJ0+e9Hq9OGper3d+ft4wjOHw+sWLyfPnBdN0gZDxoOsoFjEz0y6VTEVRotGo2+3GfVOv12VZrtfrqVQKhNwCA3kger1eo9FotVqqqi4sLIiiiPuG5/lUKlWtVtvt9X/4h9THPy6+/DKzbRDyEPE8Fhedb35z5HLVTLOtaZqiKLifer3eYDC4dOmSKIocxymKIssyCPklDOSBEEURwMLCgiiKuP84jtM0zePxGMbGs89qm5uhfB6GAUIeCl1HoYBHHunV6+ZwyKXTaVEUcZ+Joqjr+t7eniRJoijKsgxC3g4DeVASiQQerNnZWY/Hs7m5mUwOLl+OnT3LmSYIeZB4HktLo5UVlyg2NzfNSCQSDoc5jsODsrCwAELeEQM51mRZTqfThmG43ZsvvKD/yq9w1aobhDwQuo5CAWfOHNTrZr3enZub8/l8IGTMMJAj1ev1RFHEOBFFcW5uzjTNnZ2rf/u3vt/+7egrrwi2DULuK11HsYhAYPfGjbIkSZlMhud5EDJ+GMgRaTabV69ezWQyjuNIkoRxMhqNPB5PqVTq9ap/+7fualXL52EYIOR+4HksLo5WVsDz9Y2NqqZpoVAIhIwrBnLPer1e9Sa/399ut8PhMMaG4zitVqvRaPA8/8QTTxwcHJTL5fl59uKL4bNnXYYBQo6WrqNQwGOPDep1s9u1s9msJEkgZIwxkHsmimI0GpUkKRKJYGw4jrO9vV2v110uVzweDwQCuEkQhFKpJEn9S5e0X/kVzjRdIOSI6DqKRcjy9uamEQgEkskkYwyEjDcGchS8N2FsbG9vW5blOE44HFYUheM4/CtJkubn5w3DODi49sMfpt7zHt40XSDk3vA8FhedQgEuV7VUaum6HgwGQcgkYCDHy87OTr1eHwwGoVBIVVWO4/BLBEE4ceJEtVrd3l7/wQ9SH/+45yc/YbYNQu6OrqNQwKOP9i3L4Dgum82KoghCJgQDOS729vbq9Xq32w2FQqqqMsZwaxzHaZomCIJprn/724nr19V8HoYBQu4Iz2NpabSy4vJ6W5ubZigUikQiHMeBkMnBQCZft9ttNBqdTicUCiUSCcYYDicUCgmCUC6Xk8ne5cuxs2c50wQhh6TrKBRw5sxBo1GxrL1UKuX3+zEGrl27BmB+fh6EHAIDmWS9Xq/RaLRarVAotLCwIAgC7pDf70+n0+VymbHNS5cS5865TdMFQm5H11EsIhDY3dw0RFFMp9OCIGAMvPHGG4yxb33rW+duAiG3w0Am02AwaNykqurCwoIoirhboijOzc2ZptnrbfzTPyX/038SXnrJbdsg5G3xPBYXRysr4Pn6xkY1Ho+Hw2GMjUceeeTll19+4okn5ufnQcghMJBJMxwOGzf5/f5sNitJEu4ZYyyZTFqWVa+vP/dccn09kM/DMEDIv6HrKBTw+ON2vW52u4NMJjMzM4Mx88RNIORwGMjkGA6HrVar0WhIkjQ/Pz8zM4Oj43K5otGox+Mpl0vz8/1iMbK8DMMAIT+j6ygWIcvbN24Yfr8/kUgwxkDIhGMgk8BxnFar1Wg0BEFIJpM+nw/3h6IoPM+XSiVZHly+rJ096zJNF8jU43ksLjqFAjiuVio1NU1TVRWEHAsMZLw5jtNut+v1utvtjsfjgUAA99nMzEw6nS6Xy8D1F15IfuQj3EsvuW0bZGrpOgoFnD49sCxjMEA2mxVFEYQcFwxkvHEc1+/3I5FIIBDgOA4PhCAIc3NzlUplZ2f9u99NvPmmnM/DMECmDc9jaWm0suLyels3bpizs7PRaJTjOBByjDCQsReNRjmOw4PFcZyu641Go1TaOHkyUSyqy8swDJDpoesoFHDmzEGzWa1WO6lUyu/3g5Bjh4GMPY7j8JCEQiFBEMrlsqoOXnwxurwM03SBTAFdR7EIRdkrlQxBELLZrCAIIOQ4YiDkHfn9/nQ6XSqVBKH/wgva8jIsiwc5vngei4ujlRUIQmN9vRKLxcLhsMvlAiHHFAMZA3t7ewcHB36/H2NJFMX5+fm1tTXLuvzMM+Hf//2Fl15y2zbI8aPrKBTw+ON2o1HZ2uqn02lZlkHIscZAHqpKpbK1tbW7u+v1eufn52VZxvjp9XqWZQ2Hw1AodHAw/Pu/31tb8+fzMAyQ40TXUSzC5+tsbhqyLKfTacYYCDnuGMjDs7+/z/O8ZVmapi0sLGD8DIfDRqNRr9eDweDCwoIgCK1WyzBupNOxYjG8vAzDADkGeB6Li06hALfb2txsaJqmqioImQ4M5OHxer1ut/vcuXOCIGDMOI7TbrdrtZooiplMRpIk3KSqqiAI5XJZlvuXL2tnz7pM0wUyyXQdhQJOnx7U62a/72QyGa/XC0KmBgN5qARBwPjpdDqWZTmOE4/HFUXBL5JlOZ1Ol8tl4PoLLyQ/8hHupZfctg0ycXgeS0ujlRWXJG3duGHMzs5Go1GO40DINGEg5Ofs7+9blrW3txeJRFRV5TgOb0cQhLm5OdM0d3fXv/vdxJtvyvk8DANkgug6CgWcOXPQbFYrlU4ikVAUBYRMHwZCbrJtu9Fo1Ov1UCiUzWYFQcA74jgukUjU6/Vy+drJk3qxqC4vwzBAJoKuo1hEMNgtlcqCIGSzWUEQQMhUYiBTz3GcVqtlWZYkSSdPnvR6vTi0cDjs8XhKpdLs7ODFF6PLyy7TBBlnPI+lpdHKisvjaaytmbFYLBwOu1wuEDKtGMh0297ertVqHMclEgm/34875/f70+l0qVQSxcGlS9q5c27TdIGMpUhk+L//N3viiWGjUWk0uul0WpZlEDLdGMi06na7tVptf38/Go0Gg0GO43C3vF5vOp02DGMwuHbxYuo3foO99JLbtkHGiq7jq1/dCAScjY2h3+/PZrOMMRAy9RjI9BkMBpZltVqtSCSSTCYZY7hnjLFUKlWr1Vqt9b//+8Tamj+fh2GAjAOex+KiUyjA5ZLW1tZEUYzH44wxEEIABjJNDg4Oms2mZVl+v39hYUEURRwdl8sVi8UEQSiXr2cyWrEYWl6GYYA8XLqOQgGnTw/qddNxnKeeemo4HJqmubOzE4vFRFEEIdONgUyH0Wi0vb1drVZ5np+bm5NlGfeHqqqCIJTLZZ+vf/ly/OxZl2m6QB4GnsfS0mhlxTUz097cNILBYDQadbvdACRJsizr6tWrsVhsdnaW4zgQMq0YyBTY3d21LGswGEQikWAw6HK5cD/JspxOp8vlMnD9hReSH/mI+6WXONsGeZB0HYUCnnzSabVqptnWdV1RFPwrxpimaX6/v1KpdDqdeDwuSRIImUoM5FgbDoeVSmV7ezsSiaiqyhjDAyEIwtzcnGmau7vr3/te8qc/ncnnYRggD4auo1hEMNgtl02O49LptCiK+CWyLGcymXq9vra2FrmJ4zgQMmUYyLHGGJMkKRqNCoKAB4vjuEQiYVlWuXzt1KlEsagsL8MwQO4rnsfS0mhlxeXxNNbXK5FIJBwOcxyHW+A4LhqN+ny+arW6tramaZosyyBkmjCQ4252dhYPTyQS8Xg8pVIpHO6/+GJkedllmiD3ia6jUMCZMwf1utlodOfm5nw+Hw5BkqS5ublWq3X9+nVVVSORCGMMhEwHBkLus0AgwPN8uVwWxf6lS9q5c27TdIEcKZ7H0hJWVhAI7N64UZYkKZPJ8DyPQ+M4LhQKybJcrVbX1tbi8XggEAAhU4CBkPtPkqR0Ol0ul4fD6xcvJj/84eEbb0jDoQvkKOg6CgUsLjrb241r12rxeDwUCuGuiKI4NzfXarUMw+h0OtFoVBAEEHKsMZDJNxgMDg4OvF4vxhhjLJVKVavVUunKF7/ILEv/7d+OGQbIPdJ1FIsIhfqmaQ6Hw0wmI0kS7o2qqrIsV6vVtbW1WCymqioIOb4YyCTb2tryeDyrq6uPP/642+0WBAFjbP8mxthwODx3jhWLWF6GYYDcHZ7H0hJWVjAz015fNwOBQCqVcrvdOAqCIKRSqXa7HQgEQMixxkAmlm3b9Xrdsqx0Ot1utxVFwbgaDoeWZTWbzUgkMj8/3+12S6VSIDC4fDl29qzLNF0gd0jXUShgcdFpNquGsaVpWjAYxFFTFAWEHHcMZGLxPH/ixAlVVUOhEMbY1tZWtVr1er0nT54URRGALMvpdLpUKrndN154IfHRj7qvXOFsG+SQdB3FIoLBbqlkchyXyWREUcSDMhwOGWMg5LhgIJPMcxPG1f7+frVa7ff78XhcURT8HI/HMz8/b5pmt7vxve8l33hDyudhGCDvjOextDRaWXF5va2NDTMUCkUiEY7j8EAMBoNer3ft2rUTJ04oigJCjgUGQu6Dg4ODer1uWVY4HE4mk4wx/BK3251MJi3LKpU2Tp1KFIvK8jIMA+RWdB2FAs6cOWg0Kpa1l0ql/H4/HqBut9vpdHZ2dizLmpmZcblcjDEQMuEYCDlq29vb1WqV5/lsNitJEt5RJBIRBKFcLkcig2IxsrwMwwD5N3geuRwKBQQCu5ubhiiK6XRaEAQ8WMpNjDFFUXZ2dlRVBSGTj4GMtzfeeGMwGJw5cwaToNfrWZa1u7sbi8WCwaDL5cIhKIoiCEK5XPZ6+5cuaU8/7bpyhbNtkH+h6ygUsLQ0arfrGxtVTdNCoRAeHk3TAEiSBEKOBQYyriqVymuvvXb16tVf//Vfx9hzHKfRaFiWpSjKyZMneZ7HnZAkaX5+3jCM4fDa888nXntNzOdhGCC6jmIR4fDANM3BYJDJZGZmZkAIOToMZFzF43FJkobD4dbWViQSwRjb2dmpVqsul2tubk6WZdwVnudTqVS1Wi2VNk6fThaLvuVlGAamFs9jaQkrK5Dl7bU1w+/3JxIJxhgIIUeKgYyxQCCwvLysKArG1WAwsCyr3W7HYjFVVTmOwz3gOE7TNEEQrl27put6sTi7vAzDwBTSdRQKWFx0Wq1aqdTUNE1VVRBC7gMGMt4URcFYGo1GzWbTsixZlk+ePOnxeHBEQqGQx+MplUqK0r98OXb2LGeamCq6jmIRs7O9ctkAkM1mRVEEIeT+YCDkzu3t7VWr1YODg0Qi4ff7cdR8Pl86nS6Xy4xtvvCC/tGPuq9c4Wwbxx7PY2lptLLi8npba2tmKBSKRCIcx4EQct8wEHInhsOhZVmNRiMajYbDYY7jcH+Iojg3N2eaZq937XvfS7zxhpTPwzBwjOk6CgWcOXPQbFar1U4qlfL7/SCE3GcMhBza1tZWtVr1er0LCwuiKOI+Y4ylUqlarVYqbZw6lSgWleVlGAaOH55HLodCAYHAbqlkCoKQzWYFQQAh5P5jIOQQ9vf3q9Vqv9+Px+OKouABikajHo+nXC5HIoNiMbK8DMPAcaLrKBSwtDTa3m5sbFRisVg4HHa5XCCEPBAMhByCZVmiKCaTScYYHjhFUQRB2NzclOXBpUvxp5/mrlxx2TaOAV1HsYhweGCa5mAwSKfTsiyDEPIAMRByCLFYzOPx4OGRJCmdThuG4TjX/+EfEq++6snnYRiYXDyPpSWsrMDn66yvGz6fL5FIMMZACHmwGAg5BI/Hg4dNEIQTJ05Uq9VSaeOxx5LFory8DMPAJNJ1FApYXHS2tqzNzYamaaqqghDyMDAQMjk4jtM0TRCEjY2NRCJRLKrLyzAMTBZdR7GI2dmeYZiO42QyGa/XC0LIQ8JAyKQJhUKCIJTL5WCwf/ly9N//+wPL4jEJeB5LS6OVFZckba2tGaqqxmIxjuNACHl4GAi5aTgcMsYwIfx+fzqdvn79+u6u8cwzM3/wB6euXOFsG+NM11Eo4MyZg2azWql0EomEoigghDxsDGTqdTqdvb29drut67okSYwxTIJ+v39wcOA4jqaNvv/9/uuve/N5GAbGEM8jl0OhgGCwWyqVBUHIZrOCIIAQMgYYyBQbDocA1tfXd3d3k8lkt9v1+/0Ye8PhsFqtbm9vx+NxRVEsyyqVNh55JFEsBpaXYRgYK7qOQgG5HLa3G2trZiwWC4fDLpcLhJDxwECmGGMMwKlTp3Z3dyORCCbB9vZ2pVLxer0nT54UBAFALBbzeDybm5uxWKxYDC8vwzAwJnQdxSLC4UGlUu12u+l0WpZlEELGCQOZetJNGHu2bddqtU6nE4/Hg8Egfk4wGBQEoVQqyXL/8mUtn3ddueKybTxEPI+lJayswOfrbGyYkiRls1nGGAghY4aBkEnQbrer1aokSdlsVhAE/JKZmZl0Ol0ul4HrP/hB4pVXhHwehoGHQtdRKGBx0dnasm7cqGuaNjs7C0LIWGIgZLzZtl2r1TqdTiwWU1UVtyYIwtzcnGmapdLGY48likV5eRmGgQdM11EsYna2Zxim4ziZTEaSJBBCxhUDIWOs3W5XKpWZmZlsNisIAm6H47hEItFoNDY2NhKJRLGoLi/DMPBg8DyWlkYrK66Zmfb6uqEoSiwWc7vdIISMMQZCxpJt27VardPpxGIxVVVxJ0KhkCAIpVJpdnbw4ovR5WWXaeJ+03UUCnjySafVqplmW9d1RVFACBl7DISMn3a7XalUZmZmstmsIAi4c36/P5PJbG5uejz9S5f0j3yEu3KFs23cDzyPXA6FAoLBbqlkuN3uTCbj8XhACJkEDISME9u2q9Xqzs5OPB4PBoO4B6IoptNpwzAGg2vPP5987TUxn4dh4GjpOgoF5HLY3m6sr1cikUg4HOY4DoSQCcFAyNhot9uVSmVmZiabzQqCgHvGGEulUrVarVTaePTRRLHoX16GYeCo6DqKRUQidqVS6Xa7c3NzPp8PhJCJwkDIGBgMBrVabWdnJx6PB4NBHB2XyxWLxQRBuH79uqZpxWJoeRmGgXvE81hawsoKAoHd9fWyJEmZTIbneRBCJg0DIQ9bu902TVOW5Ww2KwgC7gNVVQVBKJfLPl//8uV4Pu+6csVl27g7uo5CAYuLzvZ2Y2OjqmlaKBQCIWQyMRDy8AwGg2q1uru7G4/Hg8Eg7idZltPpdLlcBq7/4AeJV14R8nkYBu4IzyOXQ6GAUKhvmuZwOMxms5IkgRAysRgIeUja7bZpmj6fL5vNCoKA+08QhLm5OdM0S6WNxx9PFoszy8swDBySrqNQQC6Hvb32+roZCARSqZTb7QYhZJIxEPLADQaDarW6u7uraZqiKHiAOI5LJBKWZW1sbCQSiWIxuLwMw8Bt6TqKRcTjTrVa3dra0jQtGAyCEDL5GAh5sNrttmmasixns1lBEPAwRCIRj8dTKpVCof6LL0bPnnUZBm6F55HLoVBAMNjd2DA5jstkMqIoghByLDAQ8mB5PB5N0xRFwUMVCAR4ni+Xy6I4uHRJf/pp15UrnG3j39B1FArI5bCz09rYMEOhUDQadblcIIQcFwyEPFjemzAGJElKp9Plcnk4vPb884nXXhPzeRgGfkbXUSwiGh1WKpW9vb1UKuX3+0EIOV4YCJlijLFUKlWr1UqljUcfTRSL/uVlGAZ4HrkcCgUEArvr64Yoiul0WhAEEEKOHQZCphvHcfF43OPxXL9+XdO0YjH0uc+NPvUp19LSqN2ub2xUNU0LhUIghBxTDIQQQFVVQRBKpVIgMPjzP48dHNimaQ4Gg0wmMzMzA0LI8cVAyFFzHIfjOEwaWZbT6XS5XH799ddGo1EwGEwkEowxEEKONQZCjs7+/v5gMNjc3Ewmk4qiYNLwPC+KomEYMzMzqqoyxkAIOe4YCDkijuM0m03LsrrdbjwedxyH4zhMjl6vVy6XXS7Xu971rp2dnY2NjUQioSgKCCHHGgMhR6Tb7cqy3O12E4lEKBTCRGm1WqZphkKhSCTCcZzX6xUEoVwu9/v9aDQKQsjxxUDIEZFl2XEcv9/PcRwmx3A4rFarnU4nlUr5/X78K0VRBEEol8v9fl/TNMYYCCHHEQMhR4fjOEyU3d1d0zQFQchms4Ig4BdJkjQ/P28YxvXr1xOJhCiKIIQcOwyETKXRaNRoNCqVSiwWC4fDLpcLb4fn+RMnTlQqlY2NjWQy6fP5QAg5XhgImT6DwcA0zcFgkE6nZVnGO3K5XJqmeTyea9eu6bo+OzsLQsgxwkDIlOl0OoZh+Hy+RCLBGMPhzM7OCoJQKpX6/X4sFuM4DoSQY4GBkKnhOI5lWY1GQ9M0VVVxh3w+XzqdLpfLm5ubuq7zPA9CyORjIGQ69Ho90zQdx8lkMl6vF3dFFMW5uTnTNK9du5ZIJCRJAiFkwjEQMgW2trYMw1BVNRaLcRyHe8AYS6VStVptY2MjkUgoigJCyCRjIORYGw6H1Wq10+kkEglFUXBEotGox+Mpl8uDwSASiYAQMrEYCDm+ut1uuVwWBCGbzQqCgCOlKIogCKVSSRRFv98PQshkYiDkmGo0GqZpxmKxcDjscrlwH0iSND8/LwgCCCETi4GQY2cwGFSr1f39/XQ6Lcsy7idBEEAImWQMhBwvnU7HNE1JkjKZDGMMhBDyjhgIOS4cx7Esq16va5o2OzuLh6TT6fh8vp2dHb/fD0LI2GMg5Fjo9XqmaTqOk8lkJEnCQzIajQRB+PGPf3z69Ont7e1AIABCyHhjIGTytdttwzCCwWA0GnW73Xh4dnZ2+jdtbm5qmmbbNs/zIISMMQZCJp8oirquK4qCh83v95umeerUKVEUAfA8D0LIeGMgZPKJN2E8aJoGQsjkYCCEEEKmGAMhhBAyxRgIIYSQKcZACCGETDEGQsbe7u7uzMzM3t6eLMsghJAjxUDIeOv1evV6vVwuJ5NJEELIUWMgZLyVSiWO47rdbr/fn5mZASGEHCkGQsZYp9PJZDKWZQWDQVVVQQghR42BkDHm9/sBxGIxEELI/cFACCGETDEGQgghZIoxEEIIIVOMgRBCCJliDIQQQsgUYyCEEEKmGAMhhBAyxRgIIYSQKcZACCGETDEGQgghZIoxEEIIIVOMgRBCCJliDIQQQsgUYyCEEEKmGAMhhBAyxRgIIYSQKcZACCGETDEGQgghZIoxEEIIIVOMgRBCCJliZ7GwGAAAAWVJREFUDIQQQsgUYyCEEEKmGAMhhBAyxRgIIYSQKcZACCGETDEGQgghZIoxEEIIIVOMgRBCCJliDIQQQsgUYyCEEEKmGAMhhBAyxRgIIYSQKcZACCGETDEGQgghZIoxEEIIIVOMgRBCCJliDIQQQsgUYyCEEEKmGAMhhBAyxRgIIYSQKcZACCGETDEGQgghZIoxEEIIIVOMgRBCCJliDIQQQsgUYyCEEEKmGAMhhBAyxRgIIYSQKcZACCGETDEGQgghZIoxEEIIIVOMgRBCCJliDIQQQsgUYyCEEEKmGAMhhBAyxRgIIYSQKcZACCGETDEGQgghZIoxEEIIIVOMgRBCCJliDIQQQsgUYyCEEEKmGAMhhBAyxRgIIYSQKcZACCGETDEGQgghZIoxEEIIIVOMgRBCCJliDIQQQsgUYyCEEEKmGAMhhBAyxRgIIYSQKcZACCGETDEGQgghZIoxEEIIIVPs/wGOL6frCyl7JgAAAABJRU5ErkJggg==",
- "text/html": [
- ""
- ]
- },
- "execution_count": 10,
- "metadata": {},
- "output_type": "execute_result"
- }
- ],
- "source": [
- "GLMakie.plot(Ω;shading=Makie.NoShading,color=:blue)"
- ]
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "Definition and visualization of the Dirichlet boundary $\\Gamma_{\\rm D}$. This corresponds to the \"sides\" of the model."
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 11,
- "metadata": {},
- "outputs": [
- {
- "data": {
- "text/plain": [
- "GalerkinToolkit.PhysicalDomain(…)"
- ]
- },
- "execution_count": 11,
- "metadata": {},
- "output_type": "execute_result"
- }
- ],
- "source": [
- "Γd = GT.boundary(mesh;physical_names=[\"sides\"])"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 12,
- "metadata": {},
- "outputs": [
- {
- "data": {
- "image/png": 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",
- "text/html": [
- ""
- ]
- },
- "execution_count": 12,
- "metadata": {},
- "output_type": "execute_result"
- }
- ],
- "source": [
- "GLMakie.plot(Γd;shading=Makie.NoShading,color=:blue)"
- ]
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "Definition and visualization of Neumann boundary $\\Gamma_{\\rm N}$. This defines the walls of the circular ($\\Gamma_{\\rm B}$ boundary), triangular ($\\Gamma_{\\rm G}$ boundary), and square ($\\Gamma_{\\rm Y}$ boundary) holes, identified in the model with the names \"circle\", \"triangle\" and \"square\" respectively."
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 13,
- "metadata": {},
"outputs": [
{
"data": {
@@ -457,7 +266,7 @@
"GalerkinToolkit.PhysicalDomain(…)"
]
},
- "execution_count": 13,
+ "execution_count": 8,
"metadata": {},
"output_type": "execute_result"
}
@@ -468,23 +277,23 @@
},
{
"cell_type": "code",
- "execution_count": 14,
+ "execution_count": 9,
"metadata": {},
"outputs": [
{
"data": {
- "image/png": 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",
+ "image/png": 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",
"text/html": [
- ""
+ ""
]
},
- "execution_count": 14,
+ "execution_count": 9,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
- "GLMakie.plot(Γn;shading=Makie.NoShading,color=:blue)"
+ "GLMakie.plot(Γn)"
]
},
{
@@ -493,12 +302,12 @@
"source": [
"## FE spaces\n",
"\n",
- "Once we have a discretization of the computational domain, the next step is to generate a discrete approximation of the finite element spaces $V_0$ and $U_g$ (i.e. the test and trial FE spaces) of the problem. To do so, first, we are going to build a discretization of $V_0$ as the standard Conforming Lagrangian FE space (with zero boundary conditions) associated with the discretization of the computational domain. The approximation of the FE space $V_0$ is built as follows:"
+ "Set up a finite element space:"
]
},
{
"cell_type": "code",
- "execution_count": 15,
+ "execution_count": 10,
"metadata": {},
"outputs": [
{
@@ -507,7 +316,7 @@
"GalerkinToolkit.LagrangeSpace(…)"
]
},
- "execution_count": 15,
+ "execution_count": 10,
"metadata": {},
"output_type": "execute_result"
}
@@ -517,33 +326,18 @@
"V = GT.lagrange_space(Ω,order;dirichlet_boundary=Γd)"
]
},
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "### TO BE EDITED...\n",
- "\n",
- "Here, we have used the `lagrange_space` constructor, which constructs a particular FE space (to be used as a test space) from a set of options described as positional and key-word arguments. The first positional argument is the model on top of which we want to build the space. The second positional argument contains information about the type of FE interpolation (the reference FE in this case). Here, we select a scalar-valued Lagrangian FE of order 1.\n",
- "\n",
- "\n",
- "where the value of the shape functions will be represented with 64-bit floating point numbers. With the key-word argument `conformity` we define the regularity of the interpolation at the boundaries of the cells in the mesh. Here, we use `conformity=:H1`, which means that the resulting interpolation space is a subset of $H^1(\\Omega)$ (i.e., continuous shape functions). On the other hand, we pass the identifiers of the Dirichlet boundary via the `dirichlet_tags` argument. In this case, we mark as Dirichlet all objects of the discrete model identified with the `\"sides\"` tag. Since this is a test space, the corresponding shape functions vanishes at the Dirichlet boundary.\n",
- "\n",
- "\n",
- "Once the space $V_0$ is discretized in the code, we proceed with the approximation of the trial space $U_g$."
- ]
- },
{
"cell_type": "code",
- "execution_count": 16,
+ "execution_count": 11,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
- "(GalerkinToolkit.Quantity(…), GalerkinToolkit.DiscreteField(…))"
+ "GalerkinToolkit.DiscreteField(…)"
]
},
- "execution_count": 16,
+ "execution_count": 11,
"metadata": {},
"output_type": "execute_result"
}
@@ -551,64 +345,50 @@
"source": [
"uhd = GT.dirichlet_field(Float64,V)\n",
"g = GT.analytical_field(Ω) do x\n",
- " 2.0\n",
+ " sum(x)\n",
"end\n",
- "GT.interpolate_dirichlet!(g,uhd)\n",
- "\n",
- "g, uhd"
+ "GT.interpolate_dirichlet!(g,uhd)"
]
},
{
"cell_type": "code",
- "execution_count": 17,
+ "execution_count": 12,
"metadata": {},
"outputs": [
{
"data": {
- "image/png": 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+ "image/png": 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",
"text/html": [
- ""
+ ""
]
},
- "execution_count": 17,
+ "execution_count": 12,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
- "# Plot with WriteVTK\n",
- "WriteVTK.vtk_grid(\"Γd\",Γd) do plt\n",
- " GT.plot!(plt,g;label=\"g\")\n",
- "end\n",
- "\n",
- "# Plot `Quantity <: AbstractQuantity` instances with Makie\n",
"GLMakie.plot(Γd,color=g)"
]
},
{
"cell_type": "code",
- "execution_count": 18,
+ "execution_count": 13,
"metadata": {},
"outputs": [
{
"data": {
- "image/png": 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",
+ "image/png": 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",
"text/html": [
- ""
+ ""
]
},
- "execution_count": 18,
+ "execution_count": 13,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
- "# Plot with WriteVTK\n",
- "WriteVTK.vtk_grid(\"Ω\",Ω) do plt\n",
- " GT.plot!(plt,uhd;label=\"uhd\")\n",
- "end\n",
- "\n",
- "# Plot `DiscreteField <: AbstractQuantity` instances using Makie\n",
"GLMakie.plot(Ω,color=uhd)"
]
},
@@ -618,23 +398,12 @@
"source": [
"## Numerical integration\n",
"\n",
- "Once we have built the interpolation spaces, the next step is to set up the machinery to perform the integrals in the weak form numerically. Here, we need to compute integrals on the interior of the domain $\\Omega$ and on the Neumann boundary $\\Gamma_{\\rm N}$. In both cases, we need two main ingredients. We need to define an integration mesh (i.e. a triangulation of the integration domain), plus a Gauss-like quadrature in each of the cells in the triangulation. \n",
- "\n",
- "### TO BE EDITED...\n",
- "\n",
- "In Gridap, integration meshes are represented by types inheriting from the abstract type `Triangulation`. For integrating on the domain $\\Omega$, we build the following triangulation and the corresponding Lebesgue measure, which will allow to write down integrals in a syntax similar to the usual mathematical notation."
- ]
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "Compute $\\Omega$ integration domain"
+ "Compute $\\Omega$ integration domain:"
]
},
{
"cell_type": "code",
- "execution_count": 19,
+ "execution_count": 14,
"metadata": {},
"outputs": [
{
@@ -643,7 +412,7 @@
"GalerkinToolkit.Measure(…)"
]
},
- "execution_count": 19,
+ "execution_count": 14,
"metadata": {},
"output_type": "execute_result"
}
@@ -657,23 +426,12 @@
"cell_type": "markdown",
"metadata": {},
"source": [
- "### TO BE EDITED...\n",
- "\n",
- "Here, we build a triangulation from the cells of the model and build (an approximation of) the Lebesgue measure using a quadrature rule of degree 2 in the cells of this triangulation. This is enough for integrating the corresponding terms of the weak form exactly for an interpolation of order 1.\n",
- "\n",
- "On the other hand, we need a special type of triangulation, represented by the type `BoundaryTriangulation`, to integrate on the boundary. Essentially, a `BoundaryTriangulation` is a particular type of `Triangulation` that is aware of which cells in the model are touched by faces on the boundary. We build an instance of this type from the discrete model and the names used to identify the Neumann boundary as follows:"
- ]
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "Compute $\\Gamma_{\\rm N}$ integration domain"
+ "Compute $\\Gamma_{\\rm N}$ integration domain:"
]
},
{
"cell_type": "code",
- "execution_count": 20,
+ "execution_count": 15,
"metadata": {},
"outputs": [
{
@@ -682,7 +440,7 @@
"GalerkinToolkit.Measure(…)"
]
},
- "execution_count": 20,
+ "execution_count": 15,
"metadata": {},
"output_type": "execute_result"
}
@@ -695,12 +453,14 @@
"cell_type": "markdown",
"metadata": {},
"source": [
- "## Differential operators"
+ "## Differential operators\n",
+ "\n",
+ "Define the gradient operator and generic function:"
]
},
{
"cell_type": "code",
- "execution_count": 21,
+ "execution_count": 16,
"metadata": {},
"outputs": [
{
@@ -709,7 +469,7 @@
"∇ (generic function with 1 method)"
]
},
- "execution_count": 21,
+ "execution_count": 16,
"metadata": {},
"output_type": "execute_result"
}
@@ -727,12 +487,12 @@
"source": [
"## Weak form\n",
"\n",
- "With all the ingredients presented so far, we are ready to define the weak form. This is done by defining functions representing the bi-linear and linear forms:"
+ "Define functions representing the bi-linear and linear forms:"
]
},
{
"cell_type": "code",
- "execution_count": 22,
+ "execution_count": 17,
"metadata": {},
"outputs": [
{
@@ -741,52 +501,46 @@
"l (generic function with 1 method)"
]
},
- "execution_count": 22,
+ "execution_count": 17,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"using LinearAlgebra\n",
+ "\n",
"f = GT.analytical_field(Ω) do x\n",
" 1.0\n",
"end\n",
"h = GT.analytical_field(Ω) do x\n",
" 3.0\n",
"end\n",
+ "\n",
"a(u,v) = GT.∫( x->∇(u,x)⋅∇(v,x), dΩ)\n",
"l(v) = GT.∫( x->v(x)*f(x), dΩ) + GT.∫( x->v(x)*h(x),dΓn)"
]
},
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "Note that by using the integral function `∫`, the Lebesgue measures `dΩ`, `dΓ`, and the gradient function `∇`, the weak form is written with an obvious relation with the corresponding mathematical notation."
- ]
- },
{
"cell_type": "markdown",
"metadata": {},
"source": [
" ## FE Problem\n",
"\n",
- "### TO BE EDITED...\n",
- " At this point, we can build the FE problem that, once solved, will provide the numerical solution we are looking for. A FE problem is represented in Gridap by types inheriting from the abstract type `FEOperator` (both for linear and nonlinear cases). Since we want to solve a linear problem, we use the concrete type `AffineFEOperator`, i.e., a problem represented by a matrix and a right hand side vector."
+ "Build up the linear problem:"
]
},
{
"cell_type": "code",
- "execution_count": 23,
+ "execution_count": 18,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
- "([7.291212384108405e-304, 2.121995791e-314, 2.834986376732e-311, 4.0474e-320, 2.529418982843e-311, 0.0, 0.0, 0.0, 7.71e-321, 6.76e-321 … 2.530061924e-314, 4.0e-323, 2.121995791e-314, 1.0e-323, 0.0, NaN, 0.0, 0.0, NaN, 3.38e-321], sparse([1, 22, 74, 289, 337, 338, 339, 340, 341, 1872 … 6303, 335, 465, 467, 468, 1806, 6201, 6224, 6232, 6304], [1, 1, 1, 1, 1, 1, 1, 1, 1, 1 … 6303, 6304, 6304, 6304, 6304, 6304, 6304, 6304, 6304, 6304], [0.06443080405538211, -0.0011816946972152084, -0.0019141180663583925, -0.03255921926190384, -0.013954244941888471, -0.009620087896820673, -0.0021278804315064915, -0.004654033162377993, -0.005173786773138719, 0.003329780400807812 … 0.21999530084991323, -0.015615599976174236, 0.003972555304119093, -0.009088995023018824, -0.00030902681072076353, -0.013784861561036393, -0.014076977113079436, -0.024457375688586837, -0.013734513123868308, 0.17287503833373258], 6304, 6304), [0.0015677351619201938, 0.0015207565876126684, 0.0015232957017090134, 0.0016182302571138272, 0.0013414312146763385, 0.0014776038723584638, 0.001306589310230424, 0.0014160610368619696, 0.0014136920830547547, 0.0014139259120884476 … 0.09466909943634595, 3.837716427462898e-5, 4.067983156302676e-5, 3.40747082227309e-5, 3.410273174605993e-5, 0.08456444214161216, 0.07001671663821094, 3.7083120014430675e-5, 3.516169468651288e-5, 0.17159606501883534])"
+ "([7.291212384108405e-304, 2.121995791e-314, 2.834986376732e-311, 4.0474e-320, 2.529418982843e-311, 0.0, 0.0, 0.0, 7.875e-321, 6.76e-321 … 2.6704900206e-314, 8.487983168e-314, 2.1219957924e-314, NaN, NaN, NaN, 2.842271464e-314, 2.6704684467e-314, 0.0, 5.21502070370693e-310], sparse([1, 22, 74, 289, 337, 338, 339, 340, 341, 1872 … 6303, 335, 465, 467, 468, 1806, 6201, 6224, 6232, 6304], [1, 1, 1, 1, 1, 1, 1, 1, 1, 1 … 6303, 6304, 6304, 6304, 6304, 6304, 6304, 6304, 6304, 6304], [0.06443080405538211, -0.0011816946972152084, -0.0019141180663583925, -0.03255921926190384, -0.013954244941888471, -0.009620087896820673, -0.0021278804315064915, -0.004654033162377993, -0.005173786773138719, 0.003329780400807812 … 0.21999530084991323, -0.015615599976174236, 0.003972555304119093, -0.009088995023018824, -0.00030902681072076353, -0.013784861561036393, -0.014076977113079436, -0.024457375688586837, -0.013734513123868308, 0.17287503833373258], 6304, 6304), [0.0015677351619201938, 0.0015207565876126684, 0.0015232957017090134, 0.0016182302571138272, 0.0013414312146763385, 0.0014776038723584638, 0.001306589310230424, 0.0014160610368619696, 0.0014136920830547547, 0.0014139259120884476 … 0.11944317760885609, 3.837716427462898e-5, 4.067983156302676e-5, 3.40747082227309e-5, 3.410273174605993e-5, 0.07847908620614856, 0.07057584867307046, 3.7083120014430675e-5, 3.516169468651288e-5, 0.21447856405151927])"
]
},
- "execution_count": 23,
+ "execution_count": 18,
"metadata": {},
"output_type": "execute_result"
}
@@ -801,50 +555,47 @@
"source": [
"## Solver phase\n",
"\n",
- " We have constructed a FE problem, the last step is to solve it. \n",
- " \n",
- "### TO BE EDITED...\n",
- "In Gridap, FE problems are solved with types inheriting from the abstract type `FESolver`. Since this is a linear problem, we use a `LinearFESolver`:"
+ " Solve the linear system:"
]
},
{
"cell_type": "code",
- "execution_count": 24,
+ "execution_count": 19,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"6304-element Vector{Float64}:\n",
- " 2.288817650800605\n",
- " 3.191214461559076\n",
- " 3.2437698279963745\n",
- " 4.51302196004918\n",
- " 4.137978510723659\n",
- " 2.651183214561197\n",
- " 3.9985286410715637\n",
- " 2.3676403246611577\n",
- " 2.6253865316943625\n",
- " 3.1924629585377917\n",
- " 2.2896951265865444\n",
- " 3.1863629312428032\n",
- " 3.244574102492009\n",
+ " 0.583983093442735\n",
+ " 2.080513886884785\n",
+ " 2.383517868303316\n",
+ " 3.678673361557304\n",
+ " 3.6304538438432963\n",
+ " 2.659196595893013\n",
+ " 3.3109024299487757\n",
+ " 2.3000125990285785\n",
+ " 1.9571913681097337\n",
+ " 3.2446815470013384\n",
+ " 0.6070946802454475\n",
+ " 2.0767748974364917\n",
+ " 2.385048334143519\n",
" ⋮\n",
- " 4.285487712910334\n",
- " 2.9668852150686487\n",
- " 2.020241401823711\n",
- " 2.3980575528123103\n",
- " 3.991208223188683\n",
- " 3.6282800936694914\n",
- " 3.817091127051114\n",
- " 2.0771951682489314\n",
- " 2.0995109886643184\n",
- " 2.4363879401098414\n",
- " 4.398698443572706\n",
- " 2.0089547066118425"
+ " 3.4554164897441195\n",
+ " 2.1526565397492563\n",
+ " 2.5052713709379653\n",
+ " 0.8436925250103349\n",
+ " 3.663735716962159\n",
+ " 2.8473164198005643\n",
+ " 3.6026210550320883\n",
+ " 1.9241105367780258\n",
+ " 2.120869552315746\n",
+ " 1.5432753167154554\n",
+ " 3.5462578026955396\n",
+ " 2.4914847685009494"
]
},
- "execution_count": 24,
+ "execution_count": 19,
"metadata": {},
"output_type": "execute_result"
}
@@ -857,14 +608,12 @@
"cell_type": "markdown",
"metadata": {},
"source": [
- "### TO BE EDITED...\n",
- "\n",
- "`LinearFESolver` objects are built from a given algebraic linear solver. In this case, we use a LU factorization. Now we are ready to solve the FE problem with the FE solver as follows:"
+ "Build the PDE solution from the basis-set coefficients in $x$:"
]
},
{
"cell_type": "code",
- "execution_count": 25,
+ "execution_count": 20,
"metadata": {},
"outputs": [
{
@@ -873,7 +622,7 @@
"GalerkinToolkit.DiscreteField(…)"
]
},
- "execution_count": 25,
+ "execution_count": 20,
"metadata": {},
"output_type": "execute_result"
}
@@ -882,38 +631,24 @@
"uh = GT.solution_field(uhd,x)"
]
},
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "The `solve` function returns the computed numerical solution `uh`. This object is an instance of `FEFunction`, the type used to represent a function in a FE space. We can inspect the result by writing it into a `vtk` file:"
- ]
- },
{
"cell_type": "code",
- "execution_count": 27,
+ "execution_count": 21,
"metadata": {},
"outputs": [
{
"data": {
- "image/png": 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",
+ "image/png": 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",
"text/html": [
- ""
+ ""
]
},
- "execution_count": 27,
+ "execution_count": 21,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
- "# Plot with WriteVTK\n",
- "WriteVTK.vtk_grid(\"Ω\",Ω) do plt\n",
- " GT.plot!(plt,uhd;label=\"uhd\")\n",
- " GT.plot!(plt,uh;label=\"uh\")\n",
- "end\n",
- "\n",
- "# Plot with Makie\n",
"GLMakie.plot(Ω,color=uh)"
]
},
@@ -925,20 +660,11 @@
"\n",
"[1] C. Johnson. *Numerical Solution of Partial Differential Equations by the Finite Element Method*. Dover Publications, 2009."
]
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "---\n",
- "\n",
- "*This notebook was generated using [Literate.jl](https://github.com/fredrikekre/Literate.jl).*"
- ]
}
],
"metadata": {
"kernelspec": {
- "display_name": "Julia 1.11.0",
+ "display_name": "Julia 1.11.1",
"language": "julia",
"name": "julia-1.11"
},
@@ -946,7 +672,7 @@
"file_extension": ".jl",
"mimetype": "application/julia",
"name": "julia",
- "version": "1.11.0"
+ "version": "1.11.1"
}
},
"nbformat": 4,