diff --git a/notebooks/ReducedBasis.ipynb b/notebooks/ReducedBasis.ipynb index 70a3e8a2..f9f6bdd2 100644 --- a/notebooks/ReducedBasis.ipynb +++ b/notebooks/ReducedBasis.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": 1, + "execution_count": 18, "id": "2867df12-af39-45f7-9251-47ee184af0dd", "metadata": {}, "outputs": [], @@ -33,24 +33,24 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 5, "id": "de899259-6837-4234-ab24-f7e55cfaac6f", "metadata": {}, "outputs": [], "source": [ - "B1,B2 = 1,1\n", - "M = Heatsquare(B1,B2,1,3)" + "B1,B2 = 5,5\n", + "M = Heatsquare(B1,B2,1,10)" ] }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 6, "id": "f80027eb-b2f0-4245-b751-c25878f77239", "metadata": {}, "outputs": [ { "data": { - "image/png": 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", + "image/png": 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", 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" ] @@ -65,7 +65,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 7, "id": "a564dfda-83f3-48e8-a6b0-dd444e58c7e6", "metadata": {}, "outputs": [ @@ -73,8 +73,8 @@ "name": "stdout", "output_type": "stream", "text": [ - "setting up constraints took 2.86102294921875e-06 seconds.\n", - "Basis setup took 0.001138925552368164 seconds\n" + "setting up constraints took 0.11610221862792969 seconds.\n", + "Basis setup took 0.0539393424987793 seconds\n" ] } ], @@ -111,7 +111,7 @@ }, { "cell_type": "code", - "execution_count": 52, + "execution_count": 8, "id": "b8daf431-aa20-4927-b8d4-aeefb51f776d", "metadata": {}, "outputs": [], @@ -121,7 +121,7 @@ }, { "cell_type": "code", - "execution_count": 53, + "execution_count": 9, "id": "9f959738-cb72-48d5-af09-473e7d7b4357", "metadata": {}, "outputs": [], @@ -133,7 +133,7 @@ }, { "cell_type": "code", - "execution_count": 57, + "execution_count": 10, "id": "a24c9970-ac8f-4f8a-866a-c42430aea24a", "metadata": {}, "outputs": [], @@ -145,7 +145,7 @@ }, { "cell_type": "code", - "execution_count": 58, + "execution_count": 11, "id": "8e6f9d35-8b3d-4761-a614-a82c8a26c92d", "metadata": {}, "outputs": [], @@ -157,13 +157,13 @@ }, { "cell_type": "code", - "execution_count": 59, + "execution_count": 12, "id": "011df232-4fa4-464d-a361-1d1318c85829", "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", 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" ] @@ -178,17 +178,17 @@ }, { "cell_type": "code", - "execution_count": 60, + "execution_count": 13, "id": "db9c3b69-5ce3-450c-996f-1b8d6a941a8f", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "1.6566297344952835e-06" + "3.2723970577180815e-06" ] }, - "execution_count": 60, + "execution_count": 13, "metadata": {}, "output_type": "execute_result" } @@ -199,13 +199,13 @@ }, { "cell_type": "code", - "execution_count": 41, + "execution_count": 17, "id": "fafee997-dd0c-4ac0-a973-905d1540fad7", "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", "text/plain": [ "
" ] @@ -215,15 +215,71 @@ } ], "source": [ - "MP.plot(Phi[:,2], cmap='jet')" + "MP.plot(Phi[:,0], cmap='jet')" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 19, "id": "c21cf9ef-a523-4dcb-b859-d3e63efb43a2", "metadata": {}, "outputs": [], + "source": [ + "V = vform.VForm(2)\n", + "u, v = V.basisfuns()\n", + "B = V.let('B', V.W * vform.dot(V.JacInv, V.JacInv.T), symmetric=True)\n", + "coeff = V.parameter('coeff')\n", + "V.add(coeff*B.dot(vform.grad(u, parametric=True)).dot(vform.grad(v, parametric=True)))" + ] + }, + { + "cell_type": "code", + "execution_count": 37, + "id": "4df5bdfe-bd74-4019-b4aa-c638047c830d", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 37, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "vform.stiffness_vf(2)" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "id": "6ffdac36-c0c3-4269-b13d-4d2c0ae3e10c", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 21, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "V" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "33ccfc06-74b2-402b-a290-21f85a93aeb5", + "metadata": {}, + "outputs": [], "source": [] } ], diff --git a/notebooks/multipatch.ipynb b/notebooks/multipatch.ipynb index 78b19ef8..1d850ae2 100755 --- a/notebooks/multipatch.ipynb +++ b/notebooks/multipatch.ipynb @@ -85,7 +85,7 @@ "f = lambda x, y: exp(-5 * ((x-0.3)**2 + (y-1)**2))\n", "g0 = lambda x, y: 1e-1 * sin(8*x)\n", "\n", - "# Robin boundary data such that \\partial_n u + alpha * u = g1\n", + "# Robin boundary data such that \\partial_n u + alpha * u = g1, if alpha=0 this represents also a Neumann boundary condition.\n", "g1 = lambda x, y: 0.\n", "alpha = lambda x, y: 0.\n", "\n", diff --git a/pyiga/bspline.py b/pyiga/bspline.py index e6b6ea01..a3b90a14 100644 --- a/pyiga/bspline.py +++ b/pyiga/bspline.py @@ -205,11 +205,12 @@ def greville(self): def maxima(self, maxiter=10): #TODO: cythonize n = self.numdofs M = self.greville() #greville starting points are a good initial guess + h = self.meshsize_min() for j in range(n): e = unit(n,j) #write function to evaluate individual b-splines instead of all basis functions? if not np.isclose(deriv(self,e,0,M[j]),1): i=0 - while abs(deriv(self,e,1,M[j])) > 1e-12 and i 1e-10/h and i0, "ambiguous"