diff --git a/conftest.py b/conftest.py
index dad3f63bf5a2979db76adc21f014d7c000d68d5d..6593418f73cbc63d77f384f422772c94ce07afba 100644
--- a/conftest.py
+++ b/conftest.py
@@ -107,18 +107,25 @@ class IPyNbTest(pytest.Item):
 
         # disable matplotlib output
         exec("import matplotlib.pyplot as p; "
+             "p.close('all'); "
              "p.switch_backend('Template')", global_dict)
 
         # in notebooks there is an implicit plt.show() - if this is not called a warning is shown when the next
         # plot is created. This warning is suppressed here
+        # Also animations cannot be shown, which also leads to a warning.
         exec("import warnings;"
-             "warnings.filterwarnings('ignore', 'Adding an axes using the same arguments as a previous.*');",
+             "warnings.filterwarnings('ignore', 'Adding an axes using the same arguments as a previous.*');"
+             "warnings.filterwarnings('ignore', 'Animation was deleted without rendering anything.*');",
              global_dict)
         with tempfile.NamedTemporaryFile() as f:
             f.write(self.code.encode())
             f.flush()
             runpy.run_path(f.name, init_globals=global_dict, run_name=self.name)
 
+        #   Close any open figures
+        exec("import matplotlib.pyplot as p; "
+             "p.close('all')", global_dict)
+
 
 class IPyNbFile(pytest.File):
     def collect(self):
@@ -141,10 +148,19 @@ class IPyNbFile(pytest.File):
         pass
 
 
-def pytest_collect_file(path, parent):
-    glob_exprs = ["*demo*.ipynb", "*tutorial*.ipynb", "test_*.ipynb"]
-    if any(path.fnmatch(g) for g in glob_exprs):
-        if pytest_version >= 50403:
-            return IPyNbFile.from_parent(fspath=path, parent=parent)
-        else:
-            return IPyNbFile(path, parent)
+if pytest_version >= 70000:
+    #   Since pytest 7.0, usage of `py.path.local` is deprecated and `pathlib.Path` should be used instead
+    import pathlib
+
+    def pytest_collect_file(file_path: pathlib.Path, parent):
+        glob_exprs = ["*demo*.ipynb", "*tutorial*.ipynb", "test_*.ipynb"]
+        if any(file_path.match(g) for g in glob_exprs):
+            return IPyNbFile.from_parent(path=file_path, parent=parent)
+else:
+    def pytest_collect_file(path, parent):
+        glob_exprs = ["*demo*.ipynb", "*tutorial*.ipynb", "test_*.ipynb"]
+        if any(path.fnmatch(g) for g in glob_exprs):
+            if pytest_version >= 50403:
+                return IPyNbFile.from_parent(fspath=path, parent=parent)
+            else:
+                return IPyNbFile(path, parent)
diff --git a/src/lbmpy/phasefield/contact_angle_circle_fitting.py b/src/lbmpy/phasefield/contact_angle_circle_fitting.py
index 070193efe7f3bab92954cff3a56810d31e68b83d..c0d4d71c498c208ec9b53efc198d616a2bf84e17 100644
--- a/src/lbmpy/phasefield/contact_angle_circle_fitting.py
+++ b/src/lbmpy/phasefield/contact_angle_circle_fitting.py
@@ -39,8 +39,8 @@ def circle_intersections(midpoint0, midpoint1, radius0, radius1):
 def interface_region(concentration_arr, phase0, phase1, area=3):
     import scipy.ndimage as sc_image
 
-    area_phase0 = sc_image.morphology.binary_dilation(concentration_arr[..., phase0] > 0.5, iterations=area)
-    area_phase1 = sc_image.morphology.binary_dilation(concentration_arr[..., phase1] > 0.5, iterations=area)
+    area_phase0 = sc_image.binary_dilation(concentration_arr[..., phase0] > 0.5, iterations=area)
+    area_phase1 = sc_image.binary_dilation(concentration_arr[..., phase1] > 0.5, iterations=area)
     return np.logical_and(area_phase0, area_phase1)
 
 
diff --git a/tests/phasefield/test_entropic_model.ipynb b/tests/phasefield/test_entropic_model.ipynb
index ba12131e60f69615edd17a1b5dd713830d454091..5044eabcf70ed20b856bab14fcc53208c7ad143b 100644
--- a/tests/phasefield/test_entropic_model.ipynb
+++ b/tests/phasefield/test_entropic_model.ipynb
@@ -38,7 +38,7 @@
     "from lbmpy.phasefield.cahn_hilliard_lbm import cahn_hilliard_lb_method\n",
     "from lbmpy.forcemodels import *\n",
     "from lbmpy.macroscopic_value_kernels import pdf_initialization_assignments\n",
-    "from scipy.ndimage.filters import gaussian_filter"
+    "from scipy.ndimage import gaussian_filter"
    ]
   },
   {
@@ -48,7 +48,7 @@
    "outputs": [
     {
      "data": {
-      "image/png": "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\n",
+      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAToAAAArCAYAAADov0TWAAAACXBIWXMAAA7EAAAOxAGVKw4bAAAJYklEQVR4Ae2d25HVOBCGzdQEwEIGkAGXCBgygN0IdskAat94oyADIIIpyACIgEsGkAGzkwH7fx63S9bx5fhYln1wd5VGlixL3b+O2t2SrLn269evIic9f/78ltp7p/huzna9LUfAEdguAicLiP5Obd5ZoF1v0hFwBDaKQFZFJyvukXB2JbfRH5uL7QgshUBWRSchHyq8R9jKheXSyRFwBByBWRHIpuik2F5KEsKPSqLrs0rmlTsCjoAjUCGQRdFV1ttPxSi5n1Xbt7wXHAFHwBHIgUAWRSdBnknJvaoEMovuRpuAKve6Ld/yUJoK3xV8rs9A8dgRcAR6EZhd0UkhnYmDDwEXpuhuB3nlpcqyWBGWjYtYGmuQep0cAUfAERhEYHZFJw4eS4GVCxAVN5dVjLKK6WFUNr5f6D6KEuvQ6tkp4xmOgCPgCIQInIaJ1NdSSk9VJ65m6I6ay9pYjFAZLDT22NWkPMqwuZjV2pC+K/ExzPBrR8ARcAS6EJhN0VVKqmhRUuTxOUZs0WHNPYsYvad0m+V2W2XfRGU96Qg4Ao5AKwKzKTq19lLK6Elrq1dbTMyysyKx4iOfBYdzK0CsOtvKhUX82hFwBByBBgInjVSihJQRbujXnuqw0hquK2k9V6+kVtfsu6vdVuWVrqzyQldYSSdHwBFwBLoRuJb6o34pIyyur4r/6GpW91hZRRnigparsIpRav8o4JJSB/cfKKAwmY+j3J8KbFVxt1VAODkCjsB+CCRTdFI+Zm2hoKBvCg+Uj/VWkq7ZPoI7G5b5qHyUV/g8z7Ja+0MB5YcShF4obfvxrnJW+Fc8oqj9hJYV9o2ztE0Ekim6bcLXLrUUHVboHcXX2kvkyxUPvCgeK9jLJdzqAyMo5QsFXja8YJyOAAH1FdM3ZkRgANj1EXB/OIuHyn16eJP+ZBsC6ohVndAifnDz3yj+T/EXxSi9BimPbT1MN9xVcGXXQGd9CfURHg6LeSi7TwqfFeIXmLJ+L5oi98nvBcV+0giwMwUsnTkoyQktKXlUXVhtTA10fXViiztdq+TJcUopX3Lm1l8hv91zBZTdF4XV7SmdqX8PlnurFh2DnpCU1Lm8aQmmMKa0kZJHc1u7BgSKEGIjdi5KKV8unhdvBwUiJsCOue1L4sWZamcgaf9OlXuTFl17v0zLVUegLNZ6Qku5RUc8drmlKGYGzW/v/kzr5VU8TV+ySEd/bYkmyb1Vi26OHwiT+WbJ2cEFuBZrIKyAnTe/+OWt+1aBmBVy47vQ9WsFk0e3m6R7KHZcYVbHuxRo86GEKbUJz/8q2LFfHBJBHzQUQMUnVjbzWDcVXijgAmERlXwrXrWs4rUQj/DMYKcvL5RmXpW4tY+UT/9sSu4+mV3R6dcwlQQwP75w/ssUxs4JLVPbGvu8eGMTNkqh0DXfHhvd1wWDgUHeWKBQeuwpMlkVnfgDb+YVayWrPORE8dWfEQbl+Lyw7BPFKIhHissVccWrllW8liQ+bVGJzyd7t1mprOGzGbmHZD6pcPRoGgJjTmiZ1tL4p/nRQ0/0Y3gVBJQb1g2f6mEthLTaU2TEq1mS8B0q2MbLRvdQ7ig1ytmLx2QMn1utrMasxZXsJHes86DM5uTep69Pq0IsUZdvfQNsIK7fpFZO9eT9v4lVw2q3c6+a7vHWt4FurBKXLqXut5n935TfsHDCB+Nrld37hJb4WdJ6fm4ecXcu1U482Gn7vQKWHVYdW0+QHbxQEDUprxw8iqkrpMFTZPRMavmoD+KTQbNQcUk/KB0qANw2ysRf0WD5lXORupdMVtUFRpPHkeroI3gv1FaoqOPyueVO3b+xPKSH5B6UGUV3qYom/49V1dOpcNo4z5EnntoUWaF83BWOj5r0lYWeL18OimMFUCiv7YSWHbFVblYe1SCDuW+RwVZaKccAwsKp3T+loXsK/E5iGjxFZgb5SnlU71Df8blgqPgKPYM1aBYhsiSTVXUnGUcw1UO8lHZeWFH53HLP/ftFvCG5B2U+jUDy5DgExp7QMq72iaU1+Mo3oaoJ5w/jWk1Jm5WAIoiJes7DzEpphFk5rz/3NSbeeAERYrlRkoXumwI8Bllh2Yh+sH6yvDreotz7ynxSo+QXoxAQwAyasSe0jGojQeFyYKseG9iNKiUDAwfrFpfVyqz9FBksGlzVHZIMyBJSbP0wJREqirXLGsrCNZZ1r5KvHtii3L0yu0VX/TLGRBpQWAJ8tN95QovuX1AnZRXiTuBWDvpLjVy2ta88lCBzcQx8TokxIv1J95nbQk7KMbXBJ2KkkQVXga0cS8jFfEzDXRIfWG/kEwqlkRnFDb8lKc2CC7KELu/aZb1iXn/FP7IgJzy3kspsTu59ZXZF1/qTac8UqPzQUA4MmEJpLLqhE1pQiOUJLTyTg9QePMJr6bpW6bBpBs2Fwt+6F8/fvaiee6qYQcX3r2xQRbmgSLAq2N4QT/Ire36iXQUsMXix+UXSDeWne1hvb5WPHJAp5dCdXbWsV2zXf60vzfKub0QXW5R7UOZFTi/Rj4+BZhPeDBwGXbbTM9Q+Ls7kxQjVMRsdA49ThM8tn9rDomN1eXWLZvvgKL5Z3byhmEG9Ny0lt9pNMsYOkbtN5pO9EUtUUEyg5Mqd6LpmbxduEZYDrlFpKSVqqq+aS90krJmOgccp+OWWj0UXfmdHQxoPbGzGOocwCM7Lq3F/lpL74P5NIPeOzEu4rrgcDTdDgmHN8calU/vmvcZ1cUdptTVk/nc8mS/7GHicgsYC8vESXcTdnoATY4Vpg+vUoTieZtin6kXknti/U+XekTm7RaeegYnv1nlBT6F8mGvB4nNyBJIgoN8TW4CYS0VZYCExiI6F4JU5ReKxLuvm5O7r6+xzdGIGq43TdxvfgVb5+PV++KNAcHIEHIF0CGRXdF2sS9GxgsYCwVFOFnfJ5fmOgCOwPAJLuK47Uku5sXSOy2orsTtlPMMRcAQcgUMRWIWiE/O4s3xgHm7mPFQmf84RcAQcgQYCi7uuUm7sD8JltW8uGwx6whFwBByBqQgsatFJubGlhE2QruSm9qQ/7wg4Ap0ILKbopNxYYeWYn3rZXNdYdszVOTkCjoAjkAyBRRSdlBmLD/cVx4sPKD8+B3NyBBwBRyAZAtnn6CqLjU2QbV8nnOl+Y39dMkm9IkfAEdgsAqcLSI6Swz1lfi6mo/oWMWbe046AI7BOBP4HJQMqc3w9Y1oAAAAASUVORK5CYII=",
       "text/latex": [
        "$\\displaystyle - \\frac{A \\omega}{2} + A + B \\omega + eq \\omega - fq \\omega + fq$"
       ],
@@ -130,7 +130,7 @@
    "outputs": [
     {
      "data": {
-      "image/png": "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\n",
+      "image/png": "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",
       "text/latex": [
        "$\\displaystyle - 0.037 \\rho^{2} + \\frac{0.042578305 \\rho \\left(- 0.000125 \\rho^{3} + 0.0025 \\rho^{2} + 0.05 \\rho + 1\\right)}{\\left(1 - 0.05 \\rho\\right)^{3}}$"
       ],
@@ -171,7 +171,7 @@
    "outputs": [
     {
      "data": {
-      "image/png": "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\n",
+      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAiQAAAAVCAYAAAB2SvVRAAAACXBIWXMAAA7EAAAOxAGVKw4bAAAQFUlEQVR4Ae2d65UdtRKFD7MIwJgIgAywnYGdAY8IDBnA4hf884IMgAh4ZABEADgDuBFgJgPf/WlUfdVqdWur58y1PW6t1UevUj12VbdqdHpm3nj+/PmpLF999dW7uv4ux472gcCBwIHAgcCBwIHAgcC5EGjlGhclcxF8pv775dir2pYtCzs0dgcQ9tjEOl2fwGPP+tdljfA5cH9dnP0S2HkT9+W5Y/glgOn/psJtx+4m4m3EOS9a/oiuBi17KjnHVN6MliY+UPtt1d/EWNQa+zq3/1H9nq6vNWafooysL2hD/A8aexodavW/Lfp31X6ssctijOZvGiN5iLWRSNyr6OBHkvJ5Hr+v+hl9jcdapthokfutxlUtyqXG32JUNfw+zRTIpQ9mv+axqdIY819MA6cT/Z9atNBoPHwRSxb4VHSrPhMvW8/MEwx+0nVPay8ZaxQL9yy7hznsbdxrXSSDtZ+qDl/UJLv74jnkt5Yg8Qhf9nzk4HQSP+e+SKo4smudtWYTzzzfi48Z2y2emnPsGYoP8exiLgWtGMYQ8XOeHclmUzY8HbsTz3N9SCY4dn1n0NnYObpneYt7WOND95/ou34XjePL0XhzeE5QFHrGWP18H5IPE/G0fBsCM/0C88zLskc8oIvnLr6iP9sDRfMrsnTxg/538E8JiTrJuapbm/WfonuiuZ9ZkGn/VP1IVzcpEY21XnQozA1BIpA2btX0uUiCTuqjJ/xIClLipBqw/6OaTbLUh6SCwjzj6I8dl6qnoj5y4fcoBtUmeMPGSCIeaIx2KSOWPFQjbRpai47YEM44qU2y94vqD3UlHGOhapw00TKuPgkJpzkTrdpdfIKnaLuYw1/0XT0z3feiBU+SNfTYKl3csy0O5sixcF9RiNgpk8oVsl3Dlt/WOJs+smIz+8i9L06O7BW9F3hm2SPxUbNe4+naY8fHgN3dGMYI8bP8k2nde9K1u8ZxuO/6zqXLCljYDSi7iI+81r7/pL+DvevLkXhzeZ6kI7TYurr/Zbst+YM+y6ynqol51rH73M6yu3sL0kT7jS722h91XcYJCRtwmZUnzUTwiRr1xshJABsl9NMmnhZUH4PrAeEHrYkEAG5smmUCwIPvrmimUxy1n+r6Q+O1Pox/qPFewfY6IQBMbEendOoBE40t7NUYgcRcJA+sI+MjAYmxsOkLzcUYa6DlZqnLYw38pmuiVdvBJ3g6PrP0lI4kcAlHtZ2v9BzcbcwlG5sc3CGdStZ16p+zId4jfluIzusdH7k42ffFgOyZ3mt4anw0Pia+azxFYNsDM/Hpxodo8JmDOSydGIbO8s+A7CG7UeA6RXpZvnPpsi4udl3VJXd2nB8LMp7WczPTOn63fIkO4tmNt6yrzVP01vPdlS8dLd9mPadK65qYZwLXHmtvmYRe7d2J90Ue/EiKpCOTgogmG1HrJ8zfNf5Qa+5AtFGs9eLDCQInGTMdNM4pTOl86MoEJUSjo6NP0Jc1pxt/NWwhiSCQU8KhNja3Sp2powvBwJWKeEztGMs1Jz+lfdX0VVfrXXxYYGEuuhE9rxQ536eLORJd3CfthBexNPPBNHmehuW3DVGuj1ycRu4LV/ak/k3g2eE5Yo8bH8N2TwCsN1z/uLJH7F7X6hbMdOJj5P5zsXd96cYbXrB4ytaR5/uI/KFI6GBu2yPCob1Fctn3yUHuXGQwWpt8KPCMRlWCHsC3CvPOek4oLqXL2sZ9QtksqMXvnzx3P9cjVfoaZkN2kqv58rQi8dcYWd2TUpjG+F7sLeoYV5uAo9SnUATXB5rnNCXsgw6+JW0XHxblYmGOfrpcPYP3uWoLc4RJRwv3SrGPtW6W3Fbz1+26fluTY/lIi7s4yc6IG/e+cGWXut8Enk2eo/YMxMceu0sMWu2uf/KiruxRu1vK3LKxZnxkG0fuvy72mafly4F4g63FU3T2831QfjbNrrYwh4llj3Tcs7eQU3z0pj74CR1Bs1LcILPxqnO36k/dwfUkEn9rDT/ZfqyLBIMseHq5U3MkLBo6tWS+zYRKnGakjujTMa06zDPHOyRP02T+UJ8MulXQ5VTTB6HG4ccLOfHCYUzNas1zQ6TjKLVnm6T6P3NpnoTlX7Xhhd3l1z3qpnc3NvGBSOtjc6K7Vlr4sXZVzzVGa+PitYm75ndhjjyt3cRd8xw5lsncmpq7xyXD9dtChtbaPhKthZPokNPy6+y+GJEdimvN2fHc4qm54fs8dKXW+kV8aMzGPHhpzWYMZ1ld/7iyRXctu0Pvl6F2sNvSU+s3Y07z1v0nOtvvou36sqWz1i3iLegGeHb3v+BZ11vya9qtvvhsYs7aAXtmorTO2VvIQR5d6AMw/ppxuOrEA+6yMRdDWw4fWR987kv5z3XxogtZIwkJm3UUNm8CoC7v54HgQ5c2L8rAi42ei5dnAGeziAZ+yNlKNkgyuJoFHrpwMnaQBP3RIhQNN0IkKvBDv1nSpH7Y1cNnBHOxTUFm6ZmIvY9duJuYo8Eq7uKBz3iwxwmep/EOKtNvLc7DPiqZrODk3hdDsm8CT5Ona08JTbRb8TFktxjtimEUaPhnRPZ17A77X3S9G7uMn3UPC2fnuTmC/QK3hi8XNBpoxVuLLo2t8HSf7y2+Q/JbDKSThfnK2vc13twrsVVXdw/MfMlB3r3QB2C0jnsz3WYVP4FtEm1M8mvG4QyUj405lvyoxvcFzWMm1J+SCrUB5JJxlWkj0jjvn8T4SW3myMKcn55/Eh1Z+PTyrPpT0TgOeKh6cbIURJrj5S6SIW6cH3SRDJXJVSLNY+jJyQj84M07LYlW9Qg+WtotM5+Jv6Vnl2smEL+9uG9iDnvx7uHOr6rVMeSqPkQnOfhn1W9DzJbEMx9V0y2c7Pui4tXqlrJvAk+H5y57jPho2Rtjk93iszeG4dXyT8hYq0P2LrvXmL6I8Wtih8pOfJwk51z3X2DfgmvTl9Kh9zzq8hSP3c/3nfJbOlmYtxZqbBUj6Teyt5CDpISELJIHa122kpTIPOPdjXot/dH1UzJRMONNahx2nzEZiJ7v6OLXZz/TRXZIUPyui9LicTVz9ck8f4yFNc2iORIWvh5ZO8JjHacePVnQpSJe/OSD7unXea9Gkz0cC/Pw41QImY/UD7llIsaSlrwZPqIZxRy+U1nTcyLY39jEXXIdzJG+irt4gKWTbO63Iq/Msly/1fJ2+2gNJ42794Ut+ybwdHkO2FNjuxYftt01w6K/GcPQSe9WHNuyr2F3oeZL2exil/Gz7mHh5D43bexr1FZ8WZOtxVtNl/odns7zveY7JL9eTD9jueu52bFnJk60zT2wIML+OxfFwKwpBjzkKHeuqtlnjLVATITu+oIu5M0E5c6UQECvi4wufRWjGkMjy036aIx3MNis10roP5vXGgL9rmoSg61Cdt4Mdq3lpIdTm7r8kQem0x31SahmXwtpLfZwWoKOD9UPXKLW8KIkfAraln0xFhiN6LkQ2BqQ/GHctcbFHJFN3MUD+++oXo3Hlr7XGOv6bY23dAw/hj9K0hhb2NHDCb66eveFJVt8zo7nKE/HnhK43F6LD8tueEjucAzndc04xo6sW/g2d1MVY5O/d9pd8nxh7b3YobDWjsScdf+BZQYjcC6xibEJ+5jUuqYvY76om/FWzE/NNZ6FjqHrtKZopOd70Y+mLT8WlLVkj2BeLj2t2QOR5vbsLelg5E2tZ2MN58CvLPEVQjlGO05IVr+yyAvc9Wt0IXcRNDGRaxIA3uwNp95Xv5UwJL1F97RaD4g49z3VcULBWAoE1ZN8tcGK8QWPzDMlQqLjN1hCnzz1vyrzYRNd0GiM0xISkxLntaCE6aSf2mtYlrxYY+kJ4UAZwl02WpgjX7RbuIPNA9FwfFgW4oITMcbBdJb8lYRuO+vh+m2NreujtF4ybZwqgdhf3hdMO7Lx47nxPIePWvZg0yn7Zeu+dOyG1VAMZ9k9/7iyYdcqq3a3iF/g2DB2ha5WfIj+ia6R+28Ie/deM+JtMs3guaZj8Cif72lsRH4wadQW5pI1e24a9uzZW3i+PyMhwVgUaxUe5GSjdbmnAb4fWmymFaG7niOjejOBFXL4yQ+HnTIQ/PGgd0K2agzh1AHaKN9pfAZinoAu8QpCatFyw/MArtfwoKnfSeCmo7QSHsbBpN4EGI91YQt2cbFhLgJO9NgVulr4IETFxdzS84ql/WnjLptHMEeBwG+Bu3iBU2A1KavxfxlXPSWZTKrffKBNCzcaWjvitzVOro/QtYuTaIhT575AH0f2EJ5rRpbj0tHmOWhPiFmNj0zg2A2pHcMQS9euf0RmyR61W/S74xjdb6AMYVfKly0j8eE+NxFhYQ+hdHB8CSmlF2+JyOQ58nxPfF35QdyqRzCP9aY9e/aWu5Lx94U++En/QQgsawlnM36mmgdeKmqzUX6kK72AxSBjup7rmn1Nor67ntMANo4p+VF7IUc0JE71hkTAcVSNHVH487az78XU521fSr05wRMe2JDWRa0x+AJuWdCLUo9fjV59BfNLdKjFA/xYV/NDl9l7JepDz5EhR8cpUVHt4sNaC3PxJ/ly9RRpKvHVGMHTKhbu0nEUc2T1cG/pw5pYl+Ylmz6/Yj2L1dbijTHXb9e9L1yc3PviJLvd+GiZv8CzIurFR0Weui2etj0Fw/DzZTE2NQfstmIYxuJp+WdAtm23eGLvdeN4wkcN13dbdBZ26K5rsV+UyhTtVnxY9x88JMeKd9FZvqz0otuMNyZcnqKzn+/wzQVcKKvyr6bT55bPCrKp2cLctkdc9uwt97Tu6RtffvklWSGbIu8tLIrGUY5EAcP/0fVA1xONlwkAyvJrOyQVvGgzFfWt9SwQLXKgp7DpteRE0hJ06N766ZgAixMPeJHI8PIodkxF/fTrRtPAvMEpEEBNRX34spk9VptAWhSNcxLDTROFNfxF15ae4P+FrjLRWrOpiw8CJcfC3NVTdCRsFOyCN74nWSJp4oafivpd3EUzhDnMM99N3EMJ0ZKMogf6UvDT7xqP/3+EfMrWPwm8olj5FC/Lb6LbfV/ktdjRKrPYFK11X8BItFZ8hFDR9/C042OAp21PtgmcNuPDtVt03RjOMu04HpBt2y2e54hjy3eS5dKNYLfYLwbiw7r/sp+68Z6xtO61zNOJNzs+Mk/r+T4g3/IZ/CjCoHef2/aIl70HZtnw/vSN58+fowgdfnNllmRAeJQDgduIgGKdUyseiJe30b7DptcDgSOOXw8/32YrFcMkd/xw+95FNpTMbHaycZsBOGw7EBACvDN0JCNHKLzqCBxx/Kp78NCfbzLSyWBKSPRg5th98+9zHJgdCNwWBBTvHOHy9eNRDgReWQSOOH5lXXconhFQDHM6Qu6RvvqPExKmeeeB75COciBw2xH4RDdA86/w3nbDD/tuFQJHHN8qd76WxpBzTN/OpHdIAoacrfDfZ4+HdYBy1AcCBwIHAgcCBwIHAmdFQHkGv/nKv2iZ/uzFfwEZmXhdZ0r+4QAAAABJRU5ErkJggg==",
       "text/latex": [
        "$\\displaystyle \\left( 0.0695273860315274, \\  8.02904149705209, \\  115.480272671423\\right)$"
       ],
@@ -203,7 +203,7 @@
    "outputs": [
     {
      "data": {
-      "image/png": "iVBORw0KGgoAAAANSUhEUgAABO4AAABMCAYAAADa4/hFAAAACXBIWXMAAA7EAAAOxAGVKw4bAAAgAElEQVR4Ae2d69HcNtKFRyoFIMsReJ2BJUVgOQNfIpA2A2/p3/5z7WZgOwJfMrAdgbzKYPeLwPKbgb7z8AVokEMOG7zM9XQVBiDYaDQO7k2Q8+D9+/c7kxEwAkbACJw3Av/85z9/kYb/kP/2vDW1dueAgNrJ3+T+dw66WAcjYARuDwGPQbdX5y6xETACRuDaEdDc9lhl/EnuC4Xvjlneh8fMzHkZASNgBIxAPQKaGJggfpJvo109fDeXQu3kaxX6k7UKLnkYAV/JsVgxXQgCqq+9NkAdyv3tQopgNS8bAcYNxiKTETACRsAIGIGrQEDzGsa6f8j9hzXVMQv1wCfujgm38zICRsAI1CGgSQGj3f/kM0mYLgQB1RdGE+ruqcJVT+TE/69UzD/kfyz3L8WFTs+J73PxP5c/2F4UX61XkklZxuhOPB/kmwpP6i8ejEd/T2lY+HBNOX9NcR1P8ZN6R2UmvozPM2X0Tm7wNGsNb0fhM7iQ7n9KDbDNBv+8wBxsk+KfxHisWEo7WeekFd+3hYwnCr9UXKd/6Lq2bUzKzHlKdtYzR/2guIxPjtvN4DvYVwt5B/lQIMq7Nl9N3ol3sr1IRwx3jA/fkcZkBIyAETACRuAaENC8xnqbdSvr9KOQDXdHgdmZGAEjYATqEdBk8Eqp/i7/aX1qpzg2AqonDCPfy2EIwiDExvYDxXcME4obJfH+Rze/kf8zTPKRSdxnCh803iXe3+R32kuKn62X0mPsoCxD+b9QPEavrO+k/kkfFjvZcLdTmAUQxkFePciywngqDbwRmRiFvhX/Z/IbUpjyYWAA49ZwqHCY917Sef1K//9KI4xjYEPdgStt605+QwqHMc5p+r5kROscPrD/NzLk06Z+k8OQ2LQt+aF6TOnhnZSZeKlL2hdttalj+Vx/Ir9ddCsc4ksyJ8tdw1fDKz1PkrfyrW4vSddP5d9RRpMRMAJGwAgYgWtAQPMa60dOl39xjPI8PEYmzsMIGAEjYATqENAkwAaSCeEok0GdduYeQoCNKZO3HAapH4Z4DsUpHYZaXmVsDFfwKsxml+vyVBG3hoj2sseHDLnZepGR0mPUwojcOkWT36+Ky4a2qP7w8eotxrpM2WD2Okfofo3eIZmSjc6twZC8lA+n78C5f6qwhhdR50ZvVTYMxw/kPqacch3jCddys9uG0kbrHMPxE/E3RjuAUpiTbr/LlW02Wo+IiMqEl7rldF1uZ8Q9lusbo0N8khMqd5QPZaK8a/NV5j2nvVC/9CWTETACRsAIGIGrQUDzMetHHgCyJticbLjbHGJnYASMgBGYhcAvSsXpmP7GcpYwJ7oIBDDS7r22p7g3ci/UFjA0HKIvxbPFK2nkP0SdE25iiOpPGTEgtUYk6d2GhzIKxEVlckLwvwNYYtB5rHgM5plqeHOaW/OjdY6Rdmgso97Kth2tR3AOyVSdwsfpvk7fUDzG6PLkZYiPjEXRckf5tpC5Rd5N4Wt+hDG4MzZNjV81Ys1rBIyAETACRuAcEMB4x3p48znu0TmU1joYASNgBIzAXwho8OfJTed0yl93HbpiBDAUdYwLqazZ4MH99jReiYPazJgRo2SbFZbsvTwVxwmab3oCQ/orLUay9pt4yFAc+kPl6av7mMBvhUzy5unomKGwXHjV8Aa0vEqWyTpPdUPh3w0g8EeKeyaf05uhtiG+XE+TMiWXE5acFBur86RCmA/+yXKLh34T5dtC5hZ5o+ccYgz7Um5ofJsjz2mMgBEwAkbACJwcAa0tfpbjbZG9tzTWVu7R2gItzwgYASNgBBYjwODvDc5iGC9HQGGIOKQ03ysbI04OYfTYnKQrp9IwfuU/eNgt0V9pMTA0Cx6FV2n3YzIVzymkIeJE1k73OfHVUA1vToOvdJSHfDAUgRWvqGbjqy6PR8q3eaVTOX4ohy6c4m3LuEQTycnGs0NieACB0QyeofaLXhC67ZHSDbaNSpkYBfmDH+r4KzmMhXzXjn/qLvtMiE9pouUO8UmP3doyo/Jq8oZ3AYEzY9Qq/XuBHk5qBIyAETACRmBtBFgP/6K5l5N3m633Hq2tteUZASNgBIzAfAQ04PORfDZ8/dNM84U65SUgkI0adweUPWQIwOgw67TagfzGbmFkw5VUrb/aOoYUDDPP5TAm8b2zRTRHZkrTGNimMp/i1X1w4ZXb5jt68ikffyTQOWE4lc9K92kvP0qHpk3Jp4y8Jtz5E44FedXUeT591s+ONgB12rZ0jLSNqMws+5nklsbmP3X9Ug45UJQvWu4oH3lHedfmq8kb3rnEH6XQF0xGwAgYASNgBK4KAa0jeGOAdSxrwLEHxIvL/HCxBAswAkbACBiBNRFgw8+x62azvaZgy7p4BPLppKGCYHR4N3RjzTi1S4w/L1ikzJDb0Z9Fjty/5Vjk/CD3H4U/nyG3TTJTJn9IQJ9r/zihFbgfGOVNun8uvzHapaQYIzHkHd1ooTwx0LXjiMI8BabejmXgBYJc5y+5kA4tDgp/oqisX+cJte5F2sakTMmhX0CcEO2f9vpR8d/DE+VrJMV+crmnuKN8yInyrs1Xk/dYeRmbGDtMRsAIGAEjYASuEQEOXLAGzOuO1cv4aHWJFniRCKRGxvvZUF5c8SQ6L6rv7/jXCCxEwG1tHEBhw0aW/rfZ05rx3H3nxAgcMrrlUzb5e2BDqsJzjPEao1THyJKUWaS/2n42VvP6Iv+EurgsEZniwYjFa5STfS7Ay7+ctie6Ei55Ph1dyEku936TG+VJskqPf4J9W0YEw9Qdhte/yQ3VY1BMwxauc+XF67IfKRWvkTDOYVziT09wGGtHdRH/YNuolDkkn5OQvErMaVUMrNAUH4bPaLmjfOQb5V2bryZveOcSuNa077n5OJ0RMAJGwAgYgVMgkB9os66IPAiu1tGGu2rIrjZB598BtSBmM8Oilu/AmIzAmgi4rY2jifGcDe7bcRbfuUYEkhGCog1tbnPckFHh2HAMGllq9Bcvhpud/H47x3jCiSxcfn1RwWmaI1Np8p/A8O2tgzTFq/voTD1xiqsk4qF+We9j9au0d/KethErBCSTf6Xm+3JjcnObmp0besuRfkhWjmvbLPziLU8j7hSXX7lu+HRd1TamZHJfDh3Je4wwYvKaC/cP8sEgviwzl5HoTDkOY3CIj4RR3rX5avLOBZzpH+vBwkz1nMwIGAEjYASMwHwE0vyM8Y51ziaGu4fz1dsmpQr9WI6NPY4n77i8ENomU0sFgVfCOW8wuGYxzWK2WUQTcU1Em5JzOztNpd5UW6uEmD6Yn9hUJjX7FSBA3ecTWmVx2PRCh9oGJ3E2nSsZN5UH+t3JDVFUfx4K8VrsmvpWyVTeGCA/lt+etFOYOW8P/yAvcni9s48Nf4aAEac1YOn6GMQpsiF8m7YkfUYNiZXKRet8TCxrDIxmGbeqehwR2peJjkNY5OS5bqJ8pIuWO8q3hcwt8s6Y1frgzxhlMgJGwAgYASNwrQjwOZXBteQaBX60hpCVZfg0zsqABsVhHc6vigSTXDSb29npqu/W2loIaW1c2WyyueGkjOk2EWDCzyeQSgQ4NTVkFCp5MD7sGZ1KhhXCGIOgsQ14VH+MNKWxphGqnywfg0MthWWmvvZcfv+1Vox5ne+gVfDuGd1TWvr12Km32jLW8H83UD7S7+lZI3SAN1Tn0gVseZX4I4Wpq518xjv0KfGpqceoTN4gQM8+kS+n4nJ7i/IhJ1TuCr4tZEZ1rMkb3jn0RImygXROeqcxAkbACBgBI3DuCPDWBWsJ1jad9eQaij9cQ8jKMjY9jaMF2tYbm5XhWEfcVLl1n0V+s5hOOWJc4ZTAWk/l1ynIelLcztbDsiPJba0DR80FgzyUN5H3V/69VAQ+TIqzYe2Q+ggnft/LcbqoJV0zyb+Tj0GiIYUxbnwp13yI/z528Jex+vngnW5ktV5FcnSByrniPka/FfpjMOsYqFOZkf93hYfkj+qdFAjJlGzWABg0qINvS9fPO8orPvRGblvXKY58KM8p5tGmbMq/JenBP1ZD7SnD+8v2dxRjyiO3pM2CT9/gO4RPqB6TxiGZ0pvXrjEUt0ZxyqO4Tr+K8pG3eEN9Ncq3hcwt8kbPgkbbS8GTg08VOEU/yPnbNwKrI6A+xhh0tnTu+p0tcFbMCMxEQH2O9Stu8hMsc7J4NCfRUBopyj92dSZlXbMw4hsrNU/ZNjuNIz1YtKJLjT5Dxb3EOI5t8k8nk+9ci4cTAmwcWWidFaGbnNvZWdXKnjJX0db2SrV9BIM8pz9ubnxSmVn8Yrj8UWEmvIsl6Y8xAsqGWD73QJ3+Ir95+kYZU9zQKWfGXU4EY4T7Qw7/U113xj3F9ekHReS8+/d2Sp/vzdULmehA/bzhYoQm9ZcuPCh6IcdTyUy0Af4FtWO41vWk3ggQX1QmBkPy4vt2fepjHOXNmP5DemTjGN+HnfsHEn29qq+lBw/eaEcZY4yK7+TaE29ZqHgmMRbPojar9Px78IfK87V81oYQ+vXrO1qPO6UNySQj8dK2+njs9asoHzJFk239ni3Mt4XMqI7hvIXRZHtJ5S49+gjre9NMBIT75PpXPBczl0bKMxOqoyST/pewpwyvx48C2saZXHqb2hieixF/ynpcKW/W9thSVqcH79+/b4VK2fw0ks0Ci04WOaFNpPj+FD+LsbzwzQuzp7rHQn8WJZ0wOC36kwSlxxA19GpMo5fuAzCLkUX6NsLO9EdlZJJh8T16dFP3mPRZ6LPhmF1vhyCQXLezK25n1L3q+BraGn0hbzQYz7je22gqbhUSZoyhv8vf5CnNkJLKa3ZfRF4kvXgmcRQP43PeDA6pyrj1wdANx/2FgDD6r65OZiz6S5PbCgl35sxn8jGSmIyAESgQUL9gDuDBxaJ1fCFyUVB6bD7v9RVUnuwxOH2b1xQNi67BJr+y/0xhjOs8AMh7qYaPH8VN7rPEE55Lxcu65nWbwf0ejgdNHWN6yntyHs9ylD6Er/gmy5NlJh3AkNft0YUTtGMnh2HflJT3ZnvKKH7RAkre5Ho8KmsJ39JyRdKLJ9SmxBduz5Q5knfiyw/KuHwi91JpO3vplHe0z4fHh5R/2JZRlImk0A+K2xt37m81GAyOYfl+9iVjki/xjNpcdD9Uj+Qp3lBdJr5J3GvyzmXu+5LBGPi1/Af9e0uvH2UBEs4rO9/I55WCnXwGdD4ezVPKiPGOyQaiwuBHDvI6DVZxYVJaZDE4LloMS04zOcnvyEnxTALozoRJ5V8tqbw8naZOB0+1KL4ZIOQ3hoN0vZMfqf8QbpLldnbl7YyGoHq+6LYm/RkzWDy3i2yFGYvYfGAYacZJyroGSR754Vbra1N6Kc9FfTGSPpUrgiOnytgsDJWfkxp5sp0q1q3fZ7FAm23b7a0DcqTy00ZXHROOpLezMQLHQIDxOxtzjpHfaB6ReWs0sW4sSM8mtbMplizW3LzS3j6sUxic8t6rb0CL7LNq5lIeRHbmCl03fwgovx3PFA6vh8Rbs66IlEdw3JNkgx+HK8jjZJTw4OTw6nvKVLYle/E9XCTz4Hp8L8EGEUvLVZF+sk1JVrg9A0Uk7ySTdkl/bt5sk48N4//k02abta38cJ+P8oqP8oRtGUku4xFr82aMkc817tDDlb0xTPxDNMhXqedkPZJxkjm5xxBfGHeJDeU9VPAijofo6PdCrj+OF2z1wcZwJ6G8MvJYfjlQc8KBa6zH7aRyIAs+nL3a0w/JAmQmsDVOwCGntII3xVAedwo0OivMEwk62bUTOIBHf7JuGrXi6QAZB3gmN8ziZ9PCcezRk3y6v9N9t7PbaWdU+SW3Ndoq30HEUJfHxTz4vta9HEc51yD6H9QM9vfB7X6X9sWK9GEcJXNvnlFcg4v8tfHeDtwTShZOvGZIm2U8HjKCnlC768xaOLNopp2+uc4SulRGYD4CjEVKzXjUWXPOl3i/GUoyD645+3lIh0Vr0LnplY79xRANrcVZg6Mnm9/+KfPQPkvpJ+fSlMeQAeyl8v1NrpxzQ/N4klmzlwyVR7r0KW+s+/HHut5kTzkDv5ryDq7HawTM5V1arsr0kTYVas+UtyJvDGd8Gqz9HJXC6PK74sE+98maPh/iVR61tgzGFk7X5T2NLnesY0bXjOIdG8NI29Ihvko9I/VIvtG6DGGZChLNuy33QIB6h7CnlDg3kYd+hNNBm8rDlBjj1dsBQSxEsRZSoUcj5cdEz+TFaT8MiEz6xM2lL5W+aoKfm9G5p0s4gEe/TpnAaSz42WG4YECYImT15Q2lcTsbQuVK4y68rTEe0vbb9h/sC3NrM49voxPnXMEj6Zb2xWj6KI5jRo+9EwEj5XH0XwhQNywUTcdBgNP6UNXi7D6Jf43A1SPAWLSa0S6hFV1z9sGNzlv9dPm6Or3WDWzcOmuJLEw+a+7/iofylMRYggEsrwvKe1Ph6FzKyZpsTJiSGZ3Hq/GZyvhM72+1p9wMP7Ul9sBDe79jQLy0XEvT98sYbc+ki+bNGzlD63fyKu0oNX2+hhddJ0ntAD0Zkzo2EcVjbxkcDxR/aAxr84zytQnWCUTrcnUsJ9TPbeHQCcYxEQfnt0cpFQXqVGKKzxlzv3z6km6v76nimaiY6KtPfg1pI3ljnWmI/VbiqNcv5do6F079J3tbYOF2tgWq5y3zItua+gML506fSGMJaG9hFHmSqjGPuelyM29pXwylj+Iovr35RXE8IftmMwSuVLBw42EX31L6Wq59+nulxT2HYvFktXnIeA7KWAcjcC4IMAZJF8aiY81rU0UPzVsHhMxJ/5XKz35myHjJOoM/nMCwN0R9g94QTydOsqJzKQY+5ohf5JfftGbe7axxxBNdD83Bp6P/KS9UzsmT6uLZck+5NX576/Ej4b20XEvTd4pZ0Z5JN5l3kgfvO3569Ee6fiafflTT52t4e9mOXjIOsUYcG3OGEh4aw0r+KF+ZZlG4oi63wHJUd/CV437e243y1t54JMGRiSGUsWRxZBF5H8phgOM9fayhe6R4JofcoGlAfJQdXk57IQO/Jd0bmvTa+wcCWJCpsIuhA9isVQbwAJfWcLeW4DE5KpPb2Rg4J4x3W4uBL5yYvJuj1gqP9pvExxM6xjTGQBbskU1L7h+k25SkT87rUD6jY/6S9AmfCI5gx4Ym+qr+HMwPlf+i7wk32pyNdkeoRWFNn72oNcYRYHEWRmCnvnE2Y5B0Ofq8pzwxXHaMYGWz0H3mrSH6hEjd39s/KS68z0oyBudSyfkZJx4MUX8qzFzL6ZDy8yC63Cfx7q2HFDcLX6WrKs++Nn/FJB1YX+RPjlCevT/bSPqzp2SeBB+Ml+jPP3FT/kOnZDbZUybdpcJBGlyXpfJE1kAXt/ebg4vSVLWphN/eujSat/gOGWmwh0C0s514w32+hhfZQcKASDtnjPlKDjvMYD9RPPoeHMPggaJ899yxX8msqsekx97YlOLDuCf+6rxHShUZF0eSDkc/UnQeCO6GWZrYSMbwtH96IMBppBwB50l0u6hN8QySbGibJ0PymdgAFd7OKRfFLSUa6ejEuVT4mumnsFkxLyY1Gvcxye3smGhP5OW21izSJlBqJiMmN/rKczkW0ZyuGSRhysT/WH7zkEE+6XgAERnT8uT+blD4upFL+2J1emERxjEVFSxxB2kh5gdl+6YRMAJGwAhcDQLV81av5FXpNTexB2JDH3lw12aV5krSDj20Cu2zWmH3gdG5VHlx0o79EZtU+NB1dN5Nuo2th6rwUT7QnPLcp+z9Jt1+UjT7yBZzhTHE8RCwMSITFg970A8UvkOMfP7BstmT5jjiR2irPeUc/NCd+oquOy9x71eLS7hNCTvawlh7pvpr8saegaw+kQeEXoOU9Bjr8500NbydhH9dZD2eSVY7xiiM8f6lXGOXgV3h0BgW5ftLhVAoXI9J16m63MtUepNmCPeqvPcE/xVxp2BuQ3/FLgw9DKbPm8pRdgHAYImSDSnMwInBrm80Y8DMT3oaXv3w2ibxWxAVcIzN8Bq6H8RGmDI48/TofT+zdO+V/M5JxT5fugYPGuu5kdvZ8Wqkuq2lNsY3x3C0w+bfxyZUvti2RrlURj5Syj9y8WDhBzn+7Y0n1B1KcZ/LL08GY+Sjzw5N5p308PUjTnw92Rcn9OukFwYhHJEpXsamF/LbBz5Deek+9bAE8yGxjjMCRsAIGIHbRKAzb82AoEzPK8Kjp/MPyMb4xB5p77Si4qL7rEa8+A/OpbrPHMq+jRM3zLfwc+Bib42j+J3iw/M4/ANU4oO8qvIMyCujMm6t0S7dxDjBmjUbUF7rmhNH7X5V15S9MWIo/uC6Q3yn3FP28atdA130elzYj1GLS02bEu/S9ow+Oe+XXEhmu95XmDaX21m/XcKeKbfdvT6fGQq/hrdI1uhG24UwZPfHph8V/73iMw980TEsyofMEEmPqrFB/HPqchDL2rwPFIj+VuJ5gDV+65FYETxG2VLIUco5RENlA9Z8N0A+Rjwmhm9KYYqPnEgpk9SEKUPuODXpDvJKZyqDf16qqRSebr0dEhzBRjw8vcN4AIYtKY7BIQ8WEX2olwhfmwcB5UP95XzKe0070f3SaJHv05kweridZUQqfGG3ajsja8mc7IfiGWprnT8KSHIwFB96reBq2prKy2L6TuXFYNk+rQVT0fdy7dOrJuavfhrpa7kPIX+SlP+SdrG0Ly5KP4EjZWccObTIyfjMwnwhdjnvPV9y9x6o7DE5wggYASNgBBoENGY+OASF7i9Zc/ZFL5q3JCycXnpzgg3dqyiVF6MSa+YodfZZvUSjc2nS8an8vG5no4whiM0sG/hf5UbXI7rXWQ8pTRifno79y0Pl6fM219KFPRD7ojd9Bt1jD0L0V3JvCSwk1mqjuCyQPQe/2jVQaD0uvJasL/sQzClXKWNpemRNtimVudOedU0dh/OGX+4jpclGYgx6tEcc/Qod9khpGCdCfb6Gdy+jbsSQLuzlGLeeydH3Q2NYlK+b/eyryXpEsnQaqstOpuIJ454ShvLuZHJ/0eztBuLRc9b89kgJaWzIpKP2KccNVXLLq/Sc3nki/2kb2Q1kOZysm5oM4GUw4iRFZ1LXNfeQgXV3LC/d3p6U/51yWVOHSWxSqfa+ryBd3uoekxODQ4RmTTySnyf4Th4pX4yzo08LdO8i2pn0pI29TgXMBtKX6N8p9JEuUr5rtjM0n9vWXkkfjFb5iSRH9Inj6Q1tcIguta19QmEGysUpOozXuOZIuXgI0254YlUS8dAYNvd3Z/wqz9njD2nlyBWd+5TjRsf8mvTiDeNYKDK6yMk8kjsbc/SXnLX71E5yO/NV1tW+ETACRsAI1COgMXX2mrOfG+O+HNF5jitZctzieU95sG58LH9UVplxDoufjTL7KNb4e6T46D6rTHtoLmX9hqGhJeXBhpcHsfmVyrzGmZzHU1pkZSxbuUVci8nM8pQyy3BeqzO3j1FTBt1ks8zrs9RR5uceeJyM0EWO/KP4zVkDPZH8XGbyGqSEyyprpNpy9RWqSS/eUB8R32R7lh6N8Ue8qBStE7DtjFlKn9tV2/YRCOnewT5/z3X/W8NbpivDkpHb2KE2wF4+NIZF+UodImHJDdUjssQbqssyX6UZxb0m71LmnLDy6rSVLEPxjNujNpVHiTEfkc7psk8nh/JG/f5q//eZooYs0016KYFRiYaPo0JGSXw0rB/EkAfihldxVA4DFYScKKFXDX9U7mp8UWxShmAwWNkVCoHHUH1ViJjFevbtTKWac6oMMM6+naHkwrZGu8NwVUOX2taaV86FV/9k3VDZeTrOGHfXu8kTXp6k7U3YPT4um/5I/QzIGWBfHLW0L0bT1+C4o/wqGWP/24kSroH5RBa+bQSMgBEwAleEQHTeGityJD37oeeayzi5VhJ7GDZjxLMuaE/oK8xG7WP57Uk7hZs9kPy8fpjcZ5WZKd3oXJruDa41yE8Og13e/yE2Oo9H8MlqVpUnJxrxM0aUeYwyD2tYXhPkVCFx4My6v//qoKIHacu1fg1+c9ZA4NOsNQdLtl1kTbmGtIimj7apaHtGl2jeQ3oTR7/fO7Ck9hbp843MGt4mweGfsfLkVLlPTI5hSoA9Z5JP+rdjXc5kwo/WI2Jq6nIXwLIm74liNLdX72/ZcMdEkq3CpSJY3Ic2pCUP4e9GKgYjE40EsA5aenX/hVzDK/Y1TpWRLZQb4f3VGf5GsRFfMxEXOM0tDRNynsTmypiT7uzbmQr1SvjWnioDi7NvZyipsoX6ofj22pri+gsbDHks8g4ZWS61rd2pbHuTreIY1KE8VhFuxzkuIGHCZI2LPrUkPwi8criJ2OhnaV+Mpq/BkaJmfKcmuzUw3whaizUCRsAIGIEzRCA6b42pHknP2qBcHzSytCbgDxBYU7TGOW6ktQKb3/7m9nPdLtdck/ss5BU0OpcqL9aBOAyJQ3uBx5JTliE6j0fwySrWlien2/NVhrxPZe/YnBLMTLrHWgFCN4jrco3fRFb8bLnWr8FvzhroUtfjUVyibSranmkWobzVzuiv38t9pDDyd/LpR9RTZx+gePYGkT6PjDCvZEaIE6e5L5T86MiYkPt99lse3Rsaw6J8rZxAIFqPiArXZRDLmrynirJJf3tIrioMk8M7+TS8hhSmwfFK3cv7mPtGqPj3co2FM8fL/1ZxNIaWdP11uignKfIprxsW8WI0LDdqNPSDJ/OahLEfjArPA6wfJh6APgVFsAGXQ0aSqN500DXkRPNr+FTPl9DO5pwqo3yX0s7QdXFbU10ymTBedCYkhPfoUtsai+jOGKQyU17GRV7VZ7LYyeeaJ7btuJHimBjhi/azP8QPIW9zkl6L+mI0vQoSwrEocC5/g28R3wYTvmtg3sp04PYQoB3JcdICx0YOl9vf7QHiEhuBK0dA/ftY894QkowtnfFF+jCPsaH/F3AAAB69SURBVFZgLGr2UdlXXLvOUBiK7rPuuf/Ka2wuZS+2N+Ypf14j41XS0qAXmseVJoRvUrC2PLlcY/6nuvGldGBtWhL7S/5gLBsYwIMxn0+8NK8Fyu/US5l4ILx4rU9+cnt7acWF8Ev6zlkDXeR6PIqL6irapkLtmbqvyJv6eEeagvb2AZIX7vM1vEWeH6Zwuycp7lEeDNs8QGgPaylM++/Ye8o0RRi+SF+J8B3SM1qPqBaqS5UxintN3gU0o8FyHB1lqrnx4P37++9pp4qjIu/k2ERi7PpG8Z2Np6759gGV3nldU9eAAoAQDYYGzN9rI68lXefGghyICsbC2fDJ55q/JR78XpDi2Twz6B76IL5Y7kl8DOJMToP8is+WZ4xi5E15AZqJi0H0aKT8prDBOIpFPOPc0U3xIWzEB/YsCvJE1pFTe5HyHX0fu5QnXjA++3aWdZa+6Mr3FgfbT8F3Me0MnVO5CI71w9G2prT0de5/oXDTbxE0RLp/yW2NMaF80EC5GXvafqMwfY4xhPZBGCLM4N8ZO5s7Iz/iZbEMpnwsOpxuRFwoWvks7YvR9JM4ZoWlExjzYIjvSnaenBc8q2Ce5dm/TQTUvuij7TqGayHxQv7Bsf420XKpjcD5IKA+yhwQWnP2tVba6LzF2mVorxNKn/NN4wrzGvMgxLz2RvEYk8iDe0PEKTIMLS3pGt68/h/dZ5Eg8U7NpaxbX8uxX8vEfqld4+RIxYXmcfGF8Uk6hsqDHuLP+mYs0ZN9ZrM5LuTdJb3Bi3G+Ux5dgwuySkIGvKPf6oZZ90m3eE8pObPbl9LOWgOlPFfb+4FHlJR3qF0swQVdlD7UR8QXas9JZlT3vIeHH9rrS6l8oT5fyVtly5BsdM16PlF4z95DASDxsjZC59zv2jGM+5kifOIJ6Sm+UD2St3gn61I84bG2Ju9c9iFfcjCwYd9q15lDfP048R+c31rDXT/hqa6Twq/ldyasrE+6HzbckU5pqDCMDEfZEGdd1/ZTOZoTYQrf9eUrjso+iI146AwYJVfbnKR8Zy2i+mU41nXSebSdoYd4mglaQYwpe3j3dRXPVbSzVHbKstfWVMZmMJXfDETpeid/76lCunfVbU1lZEJ7Jn9wvOq3kbFrpc8LMf7ZrbPIHEtzq/FrYX6r+J263Kq/qnG11Fdp88KYh4vMYcx3e2NPmWYsrHQsqtr+pmvGNsa9oxnPx3QjXvqAE5usvUWf4hbhsDT9Ib2PeW8NjJZisTT9MfG6lryE+cGNzbWU0+VYHwG1Hd6kwEDXPBiUj/ECwwXjLeNqxHh30rW+dK5edyrN6ns/YWUyAkZgAIE0rvBqMQ9o8sOJAc79KPEfnN8e7ic5ecze9+1W0IjBeG/xu4LcY4vAOMamntM5c4kGlBf9c2X002HUmjRs9ROd+PpgOxPOTHLgFDLapbJcSzujOHttLWHCgoGFDa8ZsNChPZVPa3XZ0i20NZ70rGFoy8YH2p3pMAJrYX44F99dDQGNFbwaxNNnxg++A1PdzpWWUxJv5HPCglMRjC88GKiWpXRQ82DiPniWvzyZZkPZoaU4LE3fUeb0F4swWorF0vSnh+9iNbjENefFgn0tiqu/NieG5Len+RXmLab8hxys4dkbTNGp1/pz1kBbrMencPJ9I3CrCOR1KQ+Za+ng/PawVtoR+BmQWIw/XisvyeKVVwwRGci1RB9bDkcu+XZg5+Qg5ZJjInkt14QTX0c/+NL9VV8BllxeJ1hVZkfxbS5G21nCic0hpzGY1ENtR3zX0s5AfKitsXEGN/zsXoGRrjsEZooAt1XbheSdTVuTLoxRlPNNp/AzLiQr9+lFJ/dmZH1RSdbE/KIKfuHKqt4YRzn1jrHsh9riKB0PqzD+dTZciuMaY2A1SVb7iY6UGN2m/mynOp85CaRb/kZwJ/lSHJam7ygz40L5v0g6zEjdTSI5izBaisXS9N3S+KoGAWF/NuuAGr3Ne3IEfpcGrEt56DxEzAGT84nSn2ytr7yr151Ks8l6fAhAxxkBI9AgQJ+D8qGM+6vAr/rrwfntUUDGsVkYVFGaRdnBbw1UKtZ8iFVpIk9TKkUfh12YMKnskeJpGDxNmSImpEEZUwmv8P5gOxOWdDZwwnCXJ3cwi+ALTBffziiEyr7XThT3AfeCdAtt7VnCYo0Td4iiH2eZSbS9HgIZn7Uw74n35ZkiwLiajdulihjNv9bYhFFv7wFCyXgorLSM9byecHLDedKFsgyVZykOS9MfgjFyj00nbhGthNFSLJamX4SBExsBI1CHAHOEHGM8n8n5Sn4+DfOhwoxLfFt3aJ7RrT2i/3Pi99h7yjlroFtYj+9VkCOMwAkRyIa76HgSVvVhmPN4jEMnfXYaTDG0TJ4qG1NTaVkE872Ywae0Y+muJT6Vm/JXW3+vBYNeOQbbmXjCp8p68prLW29ngHBDbY2nt82pzKbyl/8wwOfBfrm065SwNubXidL1lYqTvu8GipXnM+7PIo1X9DnWFjWfRZiVVzDRV9Jp7KTyUhyWpg8WYXO2NTBaisXS9JuD5AyMgBHoIqCxFeMdD+ZxfH+q+QaVfPZH4U22eE+1p6xaA0lP9rze+3Wbga+MwNYIPCcD9b+8Rl0tv0erSVpJkAq5d9IH0anw0VNPg9okGWue4hvM5xwjVfabLPdYXQiPsXZWc6psUPwttzMAuZW2pnKycFvz5BcfTeYfjBedHqIOrpU2wPxaobqactEfAoXZ+xYcaZQW4wonI+irGOjYrLULKYVzXHNqIl3vSh6lORopXzZZnI7YI92bjQPClqRX2oM47im7YYR0WYzREiyWYrkhNBZtBIzAERHQOMJcctS9lfKsWneK/6j6HRF+Z2UEzhkB1kxr7g/bsp6d4a7VzAEjYASMwG0hwJNUiAH/5ybkHyNgBLJRjg3LGO0ZtbRh4RQdRvDmIY18+hUnqpuHM7rGaLfkswhKvh4lfTgN0hoWe9Jn4VDImJVe+hzEsZC/eXBFjGZhURRwafpClINGwAgYASNgBIzANSCQ1imsSTmMsTo9XF2iBRoBI2AEjEA1AhrseU0D4wTfXjEZASMQR4BvFLWkvsT36ji9Wp6sxjCOIQ8DHrToswj3Ilb95XWmsVdkoxl1cIgmKvg66YM4Fsk3Dx4Tow4WM0q2NP2MLJ3ECBgBI2AEjIAROCECeY25yQGMRycsmLM2AkbACBiBLgI/6vLLbpSvjMBNIzD0bbsMSD75lD8ynuO/V6D/aQ1O2EHN6TwZpWZ9FkHpSP9bloPAAPGPuqPfT9I9/jV38BXZQvYcHIrkg98IzPdn45gFlL7KQ1ny4rW81eSj+6VBNd9/q3heax6klTE6BZaD5XKkETACRsAIGAEjcDUI8OmV/2nNMvb2xKKC2nC3CD4nNgJGwAisigD/UvZKA/4LuU2+j7CqthZmBDZGQP2A10fJpTG49bLLce0Cib6TeDGCl5QNSaMGtJJ5LIw+uvd07H5tvORhUOQkYFuGIRnkK8etXOaSLceNyqhNL/7ZOCrtkGFup3hOQvJHY1XfXRL/qhhJ3lGxLCvKYSNgBIyAETACRuBqEWCd039wvFphH60myYKMgBEwAkZgEQLaUP4qx+abkyc23C1C04mvCAH6Qj4xVxYrnxQr+wp9h9NbGNhK4hX0zZ6ClhlVhinXc+mL0b6kT3SBkYt49GYhWINDKSuHa9KfE45bYFSDRcav9JemL2U5bASMgBEwAkbACFwwAlqn8fYEtPSzJ/dSBn5tuBsAxVFGwAgYgRMiwMfgv2WjLtc3PpxQLWdtBE6GAMYr+kWfOPnWN9JxUgyjSkvqRxjBcKudlGuFLwxIN3Tt6ItIxf9JvPzy9dEaHBDTp5r0Z4PjRhjVYNHHkeul6YdkOs4IGAEjYASMgBG4TAR4wPqz1iyb7d0eXiYu1toIGAEjcJ0IaMDnSQ2D/uvrLKFLdeMI5I/259NyLRxq+7wy+l6OP45oKfWJd/J5BaEhhR8rwPcgX97HNMYu4jid1cpOfBhZ+GODRa/J5nyO5FMWXEvSn7EhhIN4bwHHJRgdBcu28hwwAkbACBgBI2AErhIBrbl42Mn6c7PXZAHOJ+5AwWQEjIAROC8EGPg5dfeN3N15qWZtjEA9AmrHGM8gFjfQT4rjtfBf5DevFdDWUxz/ANsnTsv9S/efy+fPKPA/1XVpjMuyOa36te5DH8sd/HOIhutMfqQ3f+zA4g/iW5fg9kZ+/i7cJA7ivWoc18CoQff+BObBNrUClikre0bACBgBI2AEjMCVIpBP241+a3iNcj94//79GnIswwgYASNgBFZEQBtGTh3xqtymT29WVNmijMBJEUgGnWfyz+6V2JMCU5n5VjhK7qw/p6hU3+xGwAgYASNgBIyAETgKAlrb8ND4F7kPFN70sMXDo5TImRgBI2AEjEAtArwC+EqTQD59U5ve/Ebg1hBg8bT3vbhbA2GF8m6FIwvaTRe1K5TdIoyAETACRsAIGAEjEEWANyV4s2Pz9c2jqEbmMwJGwAgYgeMhoAmAj+5/oxyZED47Xs7OyQhcHgLqK4+lNUbuN5en/flovCWOkm2j6vlUtTUxAkbACBgBI2AEFiCgdQ1/nMZ+7ecFYsJJfeIuDJUZjYARMALHRUATAd+14ntVQ/+oeVxlnJsROG8EniX1bBxaVk/GcRl+Tm0EjIARMAJGwAhcOQLam/F2At8i/uJYRbXh7lhIOx8jYASMwAwE0oTAxND+o+YMMU5iBK4dAf7Q4jP1k81fVbhyII3jlVewi2cEjIARMAJGwAjMR0BrzU+UmkMVn86XUp/Sf05Rj5lTGAEjYASOjoAmCT58yr9llv+ieXQ9nKERMAJGwAgYASNgBIyAETACRuDWENA+jE+z/Cb3qcJHfVhsw92ttTaX1wgYASNgBIyAETACRsAIGAEjYASMgBEwAkbgIhC46T+nSBbT16mm+Kg19PLY1tP7bG/z13Vw/vXuOjr/OrKGRsAIGAEjYASMgBEwAkbACBgBI3CdCNy04U5V+i8ZJf6eq1Zh/r3xP3If5zj7myPgOtgc4sUZuI4WQ2gBRsAIGAEjYASMgBEwAkbACBgBI2AE6hG49T+neCVjHf8IkomPDP5NcXxw0HQcBFwHx8F5SS6uoyXoOa0RMAJGwAgYASNgBIyAETACRsAIGIGZCNy64Y7TdvyDmul0CLgOTod9NGfXURQp8xkBI2AEjIARMAJGwAgYASNgBIyAEVgRgZP+OYVOtvGvHJx44/tyv+r6pP+WqPw5cfe5/Jt5VdZ1oBq/Mtq6Tm+xn1xZE3FxjIARMAJGwAgYASNgBIyAETACRuBCEFjtxJ0283uvl2JAkMMot0eKx2DHH0NgrPtO7pnifpJ/ElLe6P+53NOTKLBCpqkMHUmKcx10ELmsi3Or02voJ5fQAmrr/RLKZB2NgBEwAkbACBgBI2AEjIARMAJGoB6Bzp9TaLPIiTPoDzlOnfFR+v8REaDfxMsJunxqjjC0ZwhLfJ/J/8c9S/P7HfFyP8l9UcRvHlR+GBcp+1OF7zbP8EAGyt91cNl1sIvWYZDvbPqV9L2WfrJ2HYXkCT/GxPwv1owCXDPe/cpFj0L1rrTUSR5Hnyn8jmvF53G4Fau4qrGl4M8yfpiQO8inNGEdESB+/iQo0xMFJv/pW2l48PJ3+e2fDWUBigvjHslbPJQn54Pspl8ofq8eE+9k/UT5cpnsGwEjYASMgBEwAkbACBgBI3A7CLSvymrjwL+pfiP/Z4ovnw0JcRjYJo134vmveNlkkQ5+5CDvTn6HFMcG8pXcR+V9hUn7pxwGtL2Np+JXJ+XTbCrlNxuxdL2TP1nmtZVRnq4DgSocqBP8S6yDUB2qbFG+s+hXqU4wCF1DP4livzbftxm/PHbomlPGGMSacbeIn6x3paGfIPOzIh1j69dyjNutIUnhUFmQI17kohf13ciQz/Un8tvPCET4Ek9UxzznwP9v5beTj0HuNznmhNHxQPfA6638vYc+ipvEXTyhvBNf/1+WOakNPl/ofluPCofqJ8on+SYjYASMgBEwAkbACBgBI2AEbhCBh5RZGweMaJx2KzcdGNy4Lk8/6HKU2DR9IPdA7mM5Nn3IGCI2WT/276dr0pT/9DqUfpU45ddsrCSMjR2bUjaJnI7g1Eo1Kf0LObCsppTOdXDBdRCtwyhfakQn71fS92r6SRT7jfgwnvXppSLKU3j5fqTeMdLlk19NOunN+MUYiiGpoWhZMr980mJMbA1/un4s1zecRfhCOko29L3cE+XbGO2IUJgHOL/Ljc5D4sFQOUi6x3gcwT2aN/L4l2WMdZkyTv16jJY9ypfzs28EjIARMAJGwAgYASNgBIzADSHQGO5UXk4pDJ1we6N4jFFs2lYjyeO12M6GsxCO0ex5cb1lkA0dRkL87NiUsfGdQ+A0FyvXweXXQbQOo3xVbXDDfnVN/SSK/dp8nFRrT8ZVVew4M2PXf1Xv/TEHQ1L5bctoWXaShUGKBxh8d7QlxXOCr9U/yicBUR3Ji7z7xkHimZsG5yHpga6M17ghiuIezRtdOvlJh7G8o2WP8g2Vz3FGwAgYASNgBIyAETACRsAIXDkCj1L52Dh0NmopPm+iuN+exkv3Fnna7HByge/f5U3PG8WRB6d7cr4KbkfK74PtpFdLdh1UQ7Z6gqV1EE0f5asu4Bb96sr6SRT7tfl4CPK1sPxFPq9U5nGP01ajp8kmGgAGOk4KZ1l99scpIloW2HmgcndAZhIZ5gvpqPyyrjy46dMfKeKZ/Hy6LfN8pbTtK9w5svAnca/JW7zk35k3FIfRD+rXY6jsShflazLxjxEwAkbACBgBI2AEjIARMAK3hcCjYtNyqORPDt3M9yQLYxwbsA/lMMDxjTtOKHRIcWxe/ye/PXWnMCcqSA8NGu50n01u3sSxWf1dcXvyEXBJpDLkTeshtV0Hh9BZeG9pHUTTR/nK4ijNpv2KvJQHxh1OZtGv6LsYQwb7oe6dhKTPon4STb82H2BJ5s84BTHy/Kkwr7RyGuyXFK9glxR/sN51n/oaIk6h7XSf121rMcM4xtiMjK/kGG/Rs/8nGiE+yZnUUbJ34sNYSHBonGM+gWiXLYmfV2T7xrL2PgHxTOIunuq8cyZKS79pXnVVuPPwS9fRsof4cp72jYARMAJGwAgYASNgBIyAEbgtBB6quHmjxIZ9jCKbP3j4bt2/5diU4v6jMBublnSN0W4nvzXapWtOHeQ4Xs1rSbx/k+O7eJzKQz7fQOK0HhumayDXwelrcWkdRNNH+TIim/WrnIH6E/2IU2D8Kyf9FmNIpw9m3hP7tdj11Y2mX5uv0UPYYqDJxh0wZ2wce/AQqvdGcPGjPD7RZWN4TdHRsmQpeax/RluQY7xlXMZwl0+WwRvly3JbX3L6OuZ7+cR1vs4+/FDOcycZlBGD26RxWTwR3MN5o4hkctIRwyHYUIe/y00S6cRU1s9gmijfYGJHGgEjYASMgBEwAkbACBgBI3BVCDwKliafeBhl10aj/f4RTLrm1AbGOIwAnNggjhMkbFYxug1R3pj92LuJsS+fnMi3vlTgGy4kl3Tfy32u8APioBQPHwaJsTwb3gv4ubg6SPi/TtiyWYVeKv7uPnhxv5N1MFGiaPqWT1ht2a92ko8xhn7T9NGkP0aIx4p7IUcfviRqsZupdDR9NV/CmrYP1oyLjIV8o67zb6SK2ylust7hGyD+MIKxsv2DhwGeflRTFqXJ4y9GqWxgzLyMyd8rvmwPB/nEO9bPx3R8qTz+T+nadqcwhq4spzTSZSNz1m/Ulwza+BTuNXnvJBNjXWN0TfJ5SLVXjwNKjZW9zxrl66fztREwAkbACBgBI2AEjIARMAJXhgCGu3cHyvQk3cuvpx5gHbzFRotNGCfmCHOah1MSzYZnIAXGHTadeaO2U5gNLvGNkS6nUXz7nSH45X5IfA2LrtnwsTGGHt976/xKdt509wU2eOk+pzD6xGtrY69EXWUdCIB/lVgk3DjJVRqJ+jiFrpOsXL9lmlPVQbQOo3xlmfrhxf2qEIjBm35ZEv0NWtRvbqCOwnUpLHho8VR+Hhv4swcMShhoGoOYrttxT3FD1K/3Do/SMy7xwKQcZ8I6FsLIp0/0W8rwTC6fLpviK418jbwRHfM9xvGPdMG4wfiNQfFNcmDV5Kd76EFZJynxTuIuvlDeQxkqbZ6zOJXIP6sP1qPih+pnT2SUby+hI4yAETACRsAIGAEjYASMgBG4SgQescmQo3BDm/QcN7RBawFRek7EPZH/tI3sBh7rHrIaw1z31v2V7mcjTH9Dxom5X3V/cDNUyOKESrtRFP9bXWMsY8O3Kklm3nx35Ka8MFLWnHbZif8q60DgvFLZym9j8XogcZzUoX5mk9KfVR1In1AdRvkARrxb9ivk0+fol/0Trrkvuo6oiC61Y6LwC9V5Sk7bxyjVktJj8MGIzWcAwJzXNXeKm6x3+EpSGoxZjMH9k3phHZU28x4aaxnfGI/J/iAfDCUpzaCOPR5kdvq20oEdhFGSOeSx/INzUsN9/1OD+8G8Ead8MSji9/sGxkzqsK1H+DKJf7Ls8Eb5slz7RsAIGAEjYASMgBEwAkbACFw/Ag9TETF45VM2Zamb00uKaA1i5c0izCmMx8V1DubTT2xysixOUAwRp34wtLV5KYxMHBvZKWLDFOGbknOq+9dYB2zA8+mcU+Fak+/SOoimj/Jt0q8KQDiZRZ/DYFHSV7rASBI1jpRptw5HsRvTI5p+Nb48jg3gvEsYY7DL4yN6R+q9LZ9k8HDiY/ntSTuFMbDlMT1aFmTCOzSWcw/KbSLK1yQK6Njwjfx8ovj88IYyPZc8Hgi0TnHwvEhxjaFP4Wb+kN9v3zvFUY4+7oraozJvbnLykNdiD2HUESLeqfpp+KN8HeG+MAJGwAgYASNgBIyAETACRuDqEXiYSsjrWmwW+8QJuqGNfZ/vO206hl5/xJjGBm+n+2yU9jZQ6R4bG3jbjWeKz/zZJ7olySQNstlENSdB2puXF7i6OlC90C7KusOQh0Gof1rlXGpraR1E00f5NulXBdj0n45hVXWDoQLX6YtFmlMHo9iN6RlNvxpf6gOcZsuGtL5ujF/NOJluTNZ7FpDqC0NW/3VnxtR3iS9aFtg58TykJ3MBZch6Rvl2QR3h41uL/OMueDSUwrTTpny6xoDHt+Q6TvcZZ/K9zEtcCHfJm8xbsiBk5ldjm4j0k+fPjE8TLbn0pan62UX5ygwdNgJGwAgYASNgBIyAETACRuA2EGgMd9o08CHyd/LZ7DWkMJsnXlPlo90NESf3Xo5TByV9q7jOK666/joxlAYANlT916DY2Hwvx3eI8mmOlLTx0K2U0USKl1MVeWPKxu5cjUGNvlM/Ks9V14HKRz3TvsZep56CaPP7S+ugIn2orlXgzfqVdKV/Y6B5koFNcRh5+PD/WfanCowHx6qK9KE6isoTpoxhnBAD95Z0zSuUv8gvx75QvSsN9Ud9UdYmTfYVRx1iZNrJD5Ul8XIKDQNYfj2V9ENzQZQvpCN5i+DNY3oToZ9oe0THDrZJQBT3aN7MYZ2T3cKHcY28W8zJW/Ghskf5kGkyAkbACBgBI2AEjIARMAJG4PYQePD+/fum1No8sPFgs3Yn94fcc7lvFN/ZwOua7zGxsesb4NikNCcd5GMMYAP2D/EhryVds8n5Sq7coO3xtQkUUJq8iSRvCF3b01y6j9GQkxU5f3gaUhz58bHzoROBiWsdL+VV/Y27nLvSX2sd0DaoI07JdNpDLvta/hnUQbQOo3yb9KuEE0YR+gV9BCKMAajT55s7K/5cYR1F6xLj9Wu5cuwrvwHZoiyMJutdPIyH8A0RJ6VbI7nCIR2zIPEz5pIGYjzfmwu4McWn+2EdC3kEc96D+MAAST7jChg0p6/lY1B8o/j2O6MKh3AXX55nDuYtPvIqHyaRP3NM/7RdqOxKF+JTHiYjYASMgBEwAkbACBgBI2AEbhCB1nB3yWVPG5/me2oK35Vl0fXFGO5KvS8tPFYHim8MEPIbQ2+63skvTxitVlzJpb5nG09XU+TMBQknDB7P5LfGnWOp7Do6FtLOxwgYASNgBIyAETACRsAIGAEjYAQuHYGHl16ApH/+vh2vnZ2SMBp2DIenVObIee/VgQw0GO0wEHGKi3+S5eQLpyLLE0e6XJVuuQ5qgOTUUOeEUE3ihbyuo4UAOrkRMAJGwAgYASNgBIyAETACRsAI3AYC13LiDuMQrxvxelhjjEhGI055YaDAYMSrU38ovn2FStemlRAQrkN18KfEP+5nId4H/ThfHw8B4U+dUDe8usyrhSYjYASMgBEwAkbACBgBI2AEjIARMAJG4AwRuArD3RniapWMwNkiIGMdxmw+sP+Bwpx+MxkBI2AEjIARMAJGwAgYASNgBIyAETACZ4jAtbwqe4bQWiUjcLYI/C7NPrPR7mzrx4oZASNgBIyAETACRsAIGAEjYASMgBFoEPh/O++PmfV77uUAAAAASUVORK5CYII=\n",
+      "image/png": "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",
       "text/latex": [
        "$\\displaystyle 0.5 c_{l1}^{2} \\left(1 - c_{l1}\\right)^{2} + 0.5 c_{l2}^{2} \\left(1 - c_{l2}\\right)^{2} + 0.3 \\rho \\left(- 0.037 \\rho - \\frac{1.0 \\left(1.7031322 \\rho - 51.0939660000001\\right)}{1.0 \\rho^{2} - 40.0 \\rho + 400.0} + 0.042578305 \\log{\\left(1.0 \\rho \\right)} - 0.0530922164415325\\right) + 0.5 {\\partial c_{l1}}^{2} + 0.5 {\\partial c_{l2}}^{2} + 0.005 {\\partial \\rho}^{2} + 0.00085206629489322$"
       ],
@@ -258,7 +258,7 @@
    "outputs": [
     {
      "data": {
-      "image/png": "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\n",
+      "image/png": "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",
       "text/latex": [
        "$\\displaystyle \\left\\{\\phi, \\rho\\right\\}$"
       ],
@@ -375,7 +375,7 @@
    "outputs": [
     {
      "data": {
-      "image/png": "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\n",
+      "image/png": "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",
       "text/latex": [
        "$\\displaystyle {\\mu_{\\phi}}_{(0,0)} \\leftarrow 0.0004 \\phi^{3} + 0.000473530700220886 \\phi \\rho^{2} - 0.00760399528440326 \\phi \\rho + 0.0205263968409311 \\phi - 0.02 {\\partial {\\partial \\phi}}$"
       ],
@@ -790,7 +790,7 @@
    "outputs": [
     {
      "data": {
-      "image/png": "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\n",
+      "image/png": "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",
       "text/plain": [
        "<Figure size 1800x432 with 8 Axes>"
       ]
diff --git a/tests/phasefield/test_n_phase_boyer_noncoupled.ipynb b/tests/phasefield/test_n_phase_boyer_noncoupled.ipynb
index 4cb099e864b12e962d1badd898e25e38c32390ae..ac930f617e90ee43bfdec9c387607903eb1912ee 100644
--- a/tests/phasefield/test_n_phase_boyer_noncoupled.ipynb
+++ b/tests/phasefield/test_n_phase_boyer_noncoupled.ipynb
@@ -31,7 +31,7 @@
     "from lbmpy.phasefield.n_phase_boyer import *\n",
     "from lbmpy.phasefield.kerneleqs import *\n",
     "from lbmpy.phasefield.contact_angle_circle_fitting import *\n",
-    "from scipy.ndimage.filters import gaussian_filter\n",
+    "from scipy.ndimage import gaussian_filter\n",
     "from pystencils.simp import sympy_cse_on_assignment_list\n",
     "one = sp.sympify(1)\n",
     "\n",
diff --git a/tests/test_fluctuating_lb.py b/tests/test_fluctuating_lb.py
index 2e43c0fd5fe66f67647e546f79c2ff2a7038232a..7e89f1e43fe031b401da4108f398959820f446f3 100644
--- a/tests/test_fluctuating_lb.py
+++ b/tests/test_fluctuating_lb.py
@@ -33,7 +33,13 @@ def _skip_instruction_sets_windows(instruction_sets):
 def single_component_maxwell(x1, x2, kT, mass):
     """Integrate the probability density from x1 to x2 using the trapezoidal rule"""
     x = np.linspace(x1, x2, 1000)
-    return np.trapz(np.exp(-mass * x ** 2 / (2. * kT)), x) / np.sqrt(2. * np.pi * kT / mass)
+
+    try:
+        trapezoid = np.trapezoid # since numpy 2.0
+    except AttributeError:
+        trapezoid = np.trapz
+
+    return trapezoid(np.exp(-mass * x ** 2 / (2. * kT)), x) / np.sqrt(2. * np.pi * kT / mass)
 
 
 def rr_getter(moment_group):