diff --git a/doc/notebooks/03_tutorial_lbm_formulation.ipynb b/doc/notebooks/03_tutorial_lbm_formulation.ipynb
index 6ec06d26683a9c036745015f8f2530e7c7db1251..b6aa34e0325570f22009f4795fd9dacdec2bff68 100644
--- a/doc/notebooks/03_tutorial_lbm_formulation.ipynb
+++ b/doc/notebooks/03_tutorial_lbm_formulation.ipynb
@@ -140,7 +140,7 @@
        "        "
       ],
       "text/plain": [
-       "<lbmpy.methods.momentbased.momentbasedmethod.MomentBasedLbMethod at 0x107ac7a30>"
+       "<lbmpy.methods.momentbased.momentbasedmethod.MomentBasedLbMethod at 0x117fd1d90>"
       ]
      },
      "execution_count": 2,
@@ -168,9 +168,9 @@
     "\n",
     "In general the transformation matrix $C_{iq}$ is defined as;\n",
     "\n",
-    "$$c_i = C_{iq} f_q = \\sum_q  m_i(c_q)$$\n",
+    "$$c_i = C_{iq} f_q = \\sum_q  m_i(\\mathbf{c}_q)$$\n",
     "\n",
-    "where $m_i(c_q)$ is the $i$'th moment polynomial where $x$ and $y$ are substituted with the components of the $q$'th lattice velocity"
+    "where $m_i(\\mathbf{c}_q)$ is the $i$'th moment polynomial where $x$ and $y$ are substituted with the components of the $q$'th lattice velocity"
    ]
   },
   {
@@ -180,7 +180,7 @@
    "outputs": [
     {
      "data": {
-      "image/png": "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\n",
+      "image/png": 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\n",
       "text/latex": [
        "$\\displaystyle \\left[\\begin{matrix}1 & 1 & 1 & 1 & 1 & 1 & 1 & 1 & 1\\\\0 & 0 & 0 & -1 & 1 & -1 & 1 & -1 & 1\\\\0 & 1 & -1 & 0 & 0 & 1 & 1 & -1 & -1\\\\0 & 0 & 0 & 1 & 1 & 1 & 1 & 1 & 1\\\\0 & 1 & 1 & 0 & 0 & 1 & 1 & 1 & 1\\\\0 & 0 & 0 & 0 & 0 & -1 & 1 & 1 & -1\\\\0 & 0 & 0 & 0 & 0 & 1 & 1 & -1 & -1\\\\0 & 0 & 0 & 0 & 0 & -1 & 1 & -1 & 1\\\\0 & 0 & 0 & 0 & 0 & 1 & 1 & 1 & 1\\end{matrix}\\right]$"
       ],
@@ -251,39 +251,39 @@
        "                <th style=\"border:none\" >Direction </th>\n",
        "            </tr>\n",
        "            <tr style=\"border:none\">\n",
-       "                            <td style=\"border:none\">$C$</td>\n",
+       "                            <td style=\"border:none\">$\\mathtt{\\text{C}}$</td>\n",
        "                            <td style=\"border:none\">$\\left( 0, \\  0\\right)$</td>\n",
        "                         </tr>\n",
        "<tr style=\"border:none\">\n",
-       "                            <td style=\"border:none\">$N$</td>\n",
+       "                            <td style=\"border:none\">$\\mathtt{\\text{N}}$</td>\n",
        "                            <td style=\"border:none\">$\\left( 0, \\  1\\right)$</td>\n",
        "                         </tr>\n",
        "<tr style=\"border:none\">\n",
-       "                            <td style=\"border:none\">$S$</td>\n",
+       "                            <td style=\"border:none\">$\\mathtt{\\text{S}}$</td>\n",
        "                            <td style=\"border:none\">$\\left( 0, \\  -1\\right)$</td>\n",
        "                         </tr>\n",
        "<tr style=\"border:none\">\n",
-       "                            <td style=\"border:none\">$W$</td>\n",
+       "                            <td style=\"border:none\">$\\mathtt{\\text{W}}$</td>\n",
        "                            <td style=\"border:none\">$\\left( -1, \\  0\\right)$</td>\n",
        "                         </tr>\n",
        "<tr style=\"border:none\">\n",
-       "                            <td style=\"border:none\">$E$</td>\n",
+       "                            <td style=\"border:none\">$\\mathtt{\\text{E}}$</td>\n",
        "                            <td style=\"border:none\">$\\left( 1, \\  0\\right)$</td>\n",
        "                         </tr>\n",
        "<tr style=\"border:none\">\n",
-       "                            <td style=\"border:none\">$NW$</td>\n",
+       "                            <td style=\"border:none\">$\\mathtt{\\text{NW}}$</td>\n",
        "                            <td style=\"border:none\">$\\left( -1, \\  1\\right)$</td>\n",
        "                         </tr>\n",
        "<tr style=\"border:none\">\n",
-       "                            <td style=\"border:none\">$NE$</td>\n",
+       "                            <td style=\"border:none\">$\\mathtt{\\text{NE}}$</td>\n",
        "                            <td style=\"border:none\">$\\left( 1, \\  1\\right)$</td>\n",
        "                         </tr>\n",
        "<tr style=\"border:none\">\n",
-       "                            <td style=\"border:none\">$SW$</td>\n",
+       "                            <td style=\"border:none\">$\\mathtt{\\text{SW}}$</td>\n",
        "                            <td style=\"border:none\">$\\left( -1, \\  -1\\right)$</td>\n",
        "                         </tr>\n",
        "<tr style=\"border:none\">\n",
-       "                            <td style=\"border:none\">$SE$</td>\n",
+       "                            <td style=\"border:none\">$\\mathtt{\\text{SE}}$</td>\n",
        "                            <td style=\"border:none\">$\\left( 1, \\  -1\\right)$</td>\n",
        "                         </tr>\n",
        "\n",
@@ -291,7 +291,7 @@
        "        "
       ],
       "text/plain": [
-       "<lbmpy.stencils.LBStencil at 0x13ae6b670>"
+       "<lbmpy.stencils.LBStencil at 0x117c0bdf0>"
       ]
      },
      "execution_count": 5,
@@ -380,7 +380,7 @@
        "        "
       ],
       "text/plain": [
-       "<lbmpy.methods.momentbased.momentbasedmethod.MomentBasedLbMethod at 0x13ae91df0>"
+       "<lbmpy.methods.momentbased.momentbasedmethod.MomentBasedLbMethod at 0x117e9e5b0>"
       ]
      },
      "execution_count": 6,
@@ -462,7 +462,7 @@
        "        "
       ],
       "text/plain": [
-       "<lbmpy.methods.momentbased.momentbasedmethod.MomentBasedLbMethod at 0x13accd610>"
+       "<lbmpy.methods.momentbased.momentbasedmethod.MomentBasedLbMethod at 0x118216b20>"
       ]
      },
      "execution_count": 7,
@@ -594,7 +594,7 @@
        "        "
       ],
       "text/plain": [
-       "<lbmpy.methods.momentbased.centralmomentbasedmethod.CentralMomentBasedLbMethod at 0x13ad7e460>"
+       "<lbmpy.methods.momentbased.centralmomentbasedmethod.CentralMomentBasedLbMethod at 0x117e7d3d0>"
       ]
      },
      "execution_count": 9,
@@ -624,7 +624,7 @@
    "outputs": [
     {
      "data": {
-      "image/png": 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\n",
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\n",
       "text/latex": [
        "$\\displaystyle \\left[\\begin{matrix}1 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0\\\\- u_{0} & 1 & 0 & 0 & 0 & 0 & 0 & 0 & 0\\\\- u_{1} & 0 & 1 & 0 & 0 & 0 & 0 & 0 & 0\\\\u_{0} u_{1} & - u_{1} & - u_{0} & 1 & 0 & 0 & 0 & 0 & 0\\\\u_{0}^{2} - u_{1}^{2} & - 2 u_{0} & 2 u_{1} & 0 & 1 & 0 & 0 & 0 & 0\\\\u_{0}^{2} + u_{1}^{2} & - 2 u_{0} & - 2 u_{1} & 0 & 0 & 1 & 0 & 0 & 0\\\\- u_{0}^{2} u_{1} & 2 u_{0} u_{1} & u_{0}^{2} & - 2 u_{0} & - \\frac{u_{1}}{2} & - \\frac{u_{1}}{2} & 1 & 0 & 0\\\\- u_{0} u_{1}^{2} & u_{1}^{2} & 2 u_{0} u_{1} & - 2 u_{1} & \\frac{u_{0}}{2} & - \\frac{u_{0}}{2} & 0 & 1 & 0\\\\u_{0}^{2} u_{1}^{2} & - 2 u_{0} u_{1}^{2} & - 2 u_{0}^{2} u_{1} & 4 u_{0} u_{1} & - \\frac{u_{0}^{2}}{2} + \\frac{u_{1}^{2}}{2} & \\frac{u_{0}^{2}}{2} + \\frac{u_{1}^{2}}{2} & - 2 u_{1} & - 2 u_{0} & 1\\end{matrix}\\right]$"
       ],
@@ -685,7 +685,7 @@
    "outputs": [
     {
      "data": {
-      "image/png": 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\n",
+      "image/png": "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\n",
       "text/latex": [
        "$\\displaystyle \\left[ \\left[ 1\\right], \\  \\left[ x, \\  y\\right], \\  \\left[ 3 x^{2} + 3 y^{2} - 2, \\  x^{2} - y^{2}, \\  x y\\right], \\  \\left[ x \\left(3 x^{2} + 3 y^{2} - 4\\right), \\  y \\left(3 x^{2} + 3 y^{2} - 4\\right)\\right], \\  \\left[ - 15 x^{2} - 15 y^{2} + 9 \\left(x^{2} + y^{2}\\right)^{2} + 2\\right]\\right]$"
       ],
@@ -787,7 +787,7 @@
        "        "
       ],
       "text/plain": [
-       "<lbmpy.methods.momentbased.momentbasedmethod.MomentBasedLbMethod at 0x13acdf850>"
+       "<lbmpy.methods.momentbased.momentbasedmethod.MomentBasedLbMethod at 0x117f86f70>"
       ]
      },
      "execution_count": 12,
@@ -872,7 +872,7 @@
        "        "
       ],
       "text/plain": [
-       "<lbmpy.methods.momentbased.momentbasedmethod.MomentBasedLbMethod at 0x13b22f5b0>"
+       "<lbmpy.methods.momentbased.momentbasedmethod.MomentBasedLbMethod at 0x117edb4f0>"
       ]
      },
      "execution_count": 13,
@@ -982,7 +982,7 @@
        "        "
       ],
       "text/plain": [
-       "<lbmpy.methods.momentbased.momentbasedmethod.MomentBasedLbMethod at 0x13b212460>"
+       "<lbmpy.methods.momentbased.momentbasedmethod.MomentBasedLbMethod at 0x1182b41c0>"
       ]
      },
      "execution_count": 14,
@@ -1049,7 +1049,7 @@
    "outputs": [
     {
      "data": {
-      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAEwAAAAuCAYAAACCq/96AAAACXBIWXMAAA7EAAAOxAGVKw4bAAAETklEQVRoBe2agXEbIRBFpYwLkJMKInegKBXY7sBOB3E6cErIOB04HWjsDmSXoHQgdeBYHSj/ISAII1mnQeKcYWc4YOFg+SwLd2x3sVh0Ki0R6Ha7faW+WzyGiv+QF0a/La/TAbAajNIA1jjEQvkbBQrPHL9LolKnI+26Ew5o0yzEQ/xn8uIfE7/jUckgcKbnVAD1IjwelO/Z5VoBC8ABmJk0aR7wwqQBMruGaSZuw17iNDOlwEwO4rKSeQF1qXCSkMHIqTJj+LMCJhAu1OE40WnMwsCyBFpNdlKR1e2cnaPMEp9rJr5talPlMwnyU3W86ivPbgQ9KXxQHS+g4ZZ7sBHcSx7kNZQNMA0ajaEDT+Kx7u/U4blnLhNTRdgMdqcrRU9OKNpRYHuP36G6IdvuozLGrlj2axFL7t956pXa6gPTgk27XKkqRpZzmBq9idsSz4CY4Pu6qsO2PQjrKM9Zpx/yDplW30wiE/0Cm5w2jLUeEwZzFDI1c76eTaMlK2cf5VmuRTYFyYQdPhFYXrOQ08mdEzDOKn6QNo1t8ktLPLNExXM76bolxSfJe4WDkpX5s8CKbSggIlNWo499eFSnvxSjRSzHTwoT8cijRV8UXpymxYsJsNaBGdfNkrcyYoMflHYT6trm02hp+FPrdBeeWmaAHCmwPxMFY4MUYw+wU4TrsG3lAZL6vYgP7yLk7Tut/tiI6DcVJq7/4t+Smk2APJVAfgcTD6GxI7FtE7ss5bRhu47kh15k+RoSWKQ5+7QOLAQsrmFGiNWDK58n2Lk5ZW2jVgDWNlA2ydOGJblJvtaVVcAaTkkFrALWEIGG1buqz4Fzr1/+DWVqdfVsu6Q9bLZ6sDmEywZYDmHeQhvV6DecpQpYBawhAg2rVw1rCNhRw/p7q65d1t0cuT5G4S8fxyweS6gXP/oPyRMAfQV+OHqHD6X58zk9pBzb9tWGJQk4aJO5dlMa4jBd/4cZKIKHliGXCwB2LMBa+f8rENckS2sYt+TztwIWiJUGbCgZcB0YYPQVrhVuFfwva4SE4C9T6afKD+LkUnqXxFZBQ2mZvwvU4J8Vvop3T6HSLN0mTi7+QoX3c1Kxb0mBAFjcGLFL89fEk8rQJu4wP7JcySve6OTCy6rH0YTdlbtRlyeZzcml9JJkMKndkGMGgA4FAsuTjcGTeNyypzQu5eTChQqXsOM17/h2t0kUAwzNsQK6OCVvX0xcqMIjB/Wwfan3wrtMtM2/Z9vAM4g2d6ZigFmJGRCatI7QvtQA8eEYhS+FQNg07cbaC8je/yN8f9t0acCwVSlA8MnguGEAFQB+kDaN9pRxcpFQpT+NsEWhvxiawWZgfCsos3libBllAIg7Ae8COrwrNxalXXnss0G9Ff8O9862cVGwnJAaBGAwcAKgeAc7pQEQYACouJNLsWOFBr9X0tJFm7I7uZS2YfsEbS9OLv+thjET0jKWOsTBNYuTy1/wncAu/j1JAgAAAABJRU5ErkJggg==\n",
+      "image/png": "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\n",
       "text/latex": [
        "$\\displaystyle - \\frac{\\omega_{0} - 2}{6 \\omega_{0}}$"
       ],
@@ -1077,7 +1077,7 @@
    "outputs": [
     {
      "data": {
-      "image/png": "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\n",
+      "image/png": "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\n",
       "text/latex": [
        "$\\displaystyle - \\frac{1}{9} - \\frac{1}{3 \\omega_{1}} + \\frac{5}{9 \\omega_{0}}$"
       ],
diff --git a/doc/notebooks/04_tutorial_cumulant_LBM.ipynb b/doc/notebooks/04_tutorial_cumulant_LBM.ipynb
index 72822ded6417bed9795a2c9ee57aa63ccd035a39..23036a05d7a3aaed6a6f1356056cb75f32eab6d4 100644
--- a/doc/notebooks/04_tutorial_cumulant_LBM.ipynb
+++ b/doc/notebooks/04_tutorial_cumulant_LBM.ipynb
@@ -21,10 +21,10 @@
     "\n",
     "$$\n",
     "\\begin{align}\n",
-    "    M( \\vec{X} ) = \n",
+    "    M( \\mathbf{X} ) = \n",
     "    \\sum_i f_i \n",
     "    \\exp \\left(\n",
-    "        \\vec{c}_i \\cdot \\vec{X}\n",
+    "        \\mathbf{c}_i \\cdot \\mathbf{X}\n",
     "    \\right)\n",
     "\\end{align}\n",
     "$$\n",
@@ -40,7 +40,7 @@
     "    \\frac{\\partial^{\\beta}}{\\partial Y^{\\beta}}\n",
     "    \\frac{\\partial^{\\gamma}}{\\partial Z^{\\gamma}}\n",
     "    M(X, Y, Z) \n",
-    "    \\right\\vert_{\\vec{X}=0}\n",
+    "    \\right\\vert_{\\mathbf{X}=0}\n",
     "\\end{align}\n",
     "$$\n",
     "\n",
@@ -48,7 +48,7 @@
     "\n",
     "$$\n",
     "\\begin{align}\n",
-    "    C(\\vec{X}) :=& \\, \\log ( M(\\vec{X}) ) \\\\\n",
+    "    C(\\mathbf{X}) :=& \\, \\log ( M(\\mathbf{X}) ) \\\\\n",
     "    c_{\\alpha \\beta \\gamma} \n",
     "    =& \\,\n",
     "    \\left.\n",
@@ -56,7 +56,7 @@
     "    \\frac{\\partial^{\\beta}}{\\partial Y^{\\beta}}\n",
     "    \\frac{\\partial^{\\gamma}}{\\partial Z^{\\gamma}}\n",
     "    C(X, Y, Z) \n",
-    "    \\right\\vert_{\\vec{X}=0}\n",
+    "    \\right\\vert_{\\mathbf{X}=0}\n",
     "\\end{align}\n",
     "$$\n",
     "\n",
@@ -64,11 +64,11 @@
     " 1. All cumulants of orders 2 and 3 are equal to their corresponding central moments, up to the density $\\rho$ as a proportionality factor.\n",
     " 2. The conserved modes of the first order, which correspond to momentum, are relaxed in central moment space to allow for a more efficient implicit forcing scheme.\n",
     "\n",
-    "The central moment-generating function $K$ can be related to the moment-generating function through $K(\\vec{X}) = \\exp( - \\vec{X} \\cdot \\vec{u} ) M(\\vec{X})$. It is possible to recombine the equation with the definition of the cumulant-generating function\n",
+    "The central moment-generating function $K$ can be related to the moment-generating function through $K(\\mathbf{X}) = \\exp( - \\mathbf{X} \\cdot \\mathbf{u} ) M(\\mathbf{X})$. It is possible to recombine the equation with the definition of the cumulant-generating function\n",
     "\n",
     "$$\n",
     "\\begin{align}\n",
-    "    C( \\vec{X} ) = \\vec{X} \\cdot \\vec{u} + \\log( K( \\vec{X} ) ).\n",
+    "    C( \\mathbf{X} ) = \\mathbf{X} \\cdot \\mathbf{u} + \\log( K( \\mathbf{X} ) ).\n",
     "\\end{align}\n",
     "$$\n",
     "\n",
diff --git a/doc/notebooks/07_tutorial_thermal_lbm.ipynb b/doc/notebooks/07_tutorial_thermal_lbm.ipynb
index ae79f6d223015bc48b890e572c6ccf89c4f74219..9a59b36bd5bc6ffcbf6b6f3f3b78c0a41e550277 100644
--- a/doc/notebooks/07_tutorial_thermal_lbm.ipynb
+++ b/doc/notebooks/07_tutorial_thermal_lbm.ipynb
@@ -32,12 +32,12 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "domain_size = (100, 50)\n",
+    "domain_size = (50, 50, 50)\n",
     "\n",
-    "gpu = False\n",
-    "dh = ps.create_data_handling(domain_size)\n",
-    "temperature_field = dh.add_array(\"T\", gpu=gpu)\n",
-    "dh.fill('T', val=1.0)"
+    "target = ps.Target.CPU\n",
+    "dh = ps.create_data_handling(domain_size, default_target=target)\n",
+    "temperature_field = dh.add_array(\"T\", values_per_cell=1)\n",
+    "dh.fill('T', val=0.0)"
    ]
   },
   {
@@ -53,8 +53,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "gravity = sp.Matrix([0, -1e-2])\n",
-    "force = -gravity * (temperature_field(0) - 1.0)"
+    "force = sp.Matrix([0, temperature_field.center * 3e-4, 0])"
    ]
   },
   {
@@ -70,8 +69,9 @@
     "\n",
     "and to the thermal step\n",
     "- `compute_density_in_every_step`: density corresponds to the temperature here, which we need to be computed in every time step, since it enters the force expression for the hydrodynamic scheme\n",
-    "- `equilibrium_order`: for the thermal LB method a first order accurate equilibrium is sufficient. This is slightly faster to compute than the normal equilibrium of order 2\n",
-    "- `velocity_input_array_name`: the velocity entering the thermal equilibrium equation is not computed as first moment of the thermal pdfs. Instead, the hydrodynamic velocity is used here."
+    "- `velocity_input_array_name`: the velocity entering the thermal equilibrium equation is not computed as first moment of the thermal pdfs. Instead, the hydrodynamic velocity is used here.\n",
+    "\n",
+    "For the hydrodynamic lattice Boltzmann step, we use a D3Q19 stencil, while we use a D3Q7 stencil to solve the thermal lattice Boltzmann step."
    ]
   },
   {
@@ -80,54 +80,40 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "optimization = {'target': Target.GPU if gpu else Target.CPU, 'openmp': 4}\n",
+    "config = ps.CreateKernelConfig(target=target, cpu_openmp=True)\n",
+    "\n",
+    "target = ps.Target.CPU\n",
+    "dh = ps.create_data_handling(domain_size, default_target=target)\n",
+    "temperature_field = dh.add_array(\"T\", values_per_cell=1)\n",
+    "dh.fill('T', val=0.0)\n",
     "\n",
-    "hydro_step   = LatticeBoltzmannStep(data_handling=dh, name='hydro', optimization=optimization,\n",
+    "hydro_step   = LatticeBoltzmannStep(data_handling=dh, name='hydro', stencil=LBStencil(Stencil.D3Q19),\n",
     "                                    relaxation_rate=1.8,\n",
     "                                    compute_velocity_in_every_step=True,\n",
-    "                                    force=force)\n",
-    "thermal_step = LatticeBoltzmannStep(data_handling=dh, name='thermal', optimization=optimization,\n",
-    "                                    relaxation_rate=1.8, density_data_name=\"T\",\n",
+    "                                    force=force, config=config)\n",
+    "thermal_step = LatticeBoltzmannStep(data_handling=dh, name='thermal', stencil=LBStencil(Stencil.D3Q7),\n",
+    "                                    relaxation_rate=1.3, density_data_name=\"T\",\n",
     "                                    compute_density_in_every_step=True,\n",
-    "                                    equilibrium_order=1,\n",
-    "                                    velocity_input_array_name=hydro_step.velocity_data_name)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 5,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "<Target.CPU: 1>"
-      ]
-     },
-     "execution_count": 5,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "hydro_step.data_handling.default_target"
+    "                                    compressible=True,\n",
+    "                                    velocity_input_array_name=hydro_step.velocity_data_name,\n",
+    "                                    config=config)"
    ]
   },
   {
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "We add `NoSlip` boundary conditions on all four walls for both schemes with the exception of the left wall of the thermal scheme. Here we set a heated wall, where the temperature is fixed to `1.01`. This kind of Dirichlet boundary condition can be set using a `FixedDensity` LB boundary."
+    "We add `NoSlip` boundary conditions on all all walls for both schemes with the exception of the left and right wall of the thermal scheme. Here we set a heated and a cooled wall, where the temperature is fixed to `0.5` and `-0.5`. This kind of Dirichlet boundary condition can be set using a `FixedDensity` LB boundary."
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": 5,
    "metadata": {},
    "outputs": [
     {
      "data": {
-      "image/png": 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AAAAAAAAAAAAAAAAYgYY+AAAAAAAAAAAAAAAAABiBhj4AAAAAAAAAAAAAAAAAGIGGPgAAAAAAAAAAAAAAAAAYgYY+AAAAAAAAAAAAAAAAABiBhj4AAAAAAAAAAAAAAAAAGIGGPgAAAAAAAAAAAAAAAAAYgYY+AAAAAAAAAAAAAAAAABiBhj4AAAAAAAAAAAAAAAAAGIGGPgAAAAAAAAAAAAAAAAAYwf8HGCgyyz8MxAUAAAAASUVORK5CYII=\n",
       "text/plain": [
        "<Figure size 4000x1000 with 2 Axes>"
       ]
@@ -141,20 +127,21 @@
    "source": [
     "add_box_boundary(hydro_step.boundary_handling)\n",
     "add_box_boundary(thermal_step.boundary_handling)\n",
-    "thermal_step.boundary_handling.set_boundary(FixedDensity(1.01), slice_from_direction('W', dh.dim))\n",
+    "thermal_step.boundary_handling.set_boundary(FixedDensity(0.5), slice_from_direction('W', dh.dim))\n",
+    "thermal_step.boundary_handling.set_boundary(FixedDensity(-0.5), slice_from_direction('E', dh.dim))\n",
     "\n",
     "plt.figure(figsize=(20, 5), dpi=200)\n",
     "plt.subplot(1, 2, 1)\n",
     "plt.title(\"Hydrodynamic\")\n",
-    "plt.boundary_handling(hydro_step.boundary_handling)\n",
+    "plt.boundary_handling(hydro_step.boundary_handling, make_slice[:, :, domain_size[2] // 2])\n",
     "plt.subplot(1, 2, 2)\n",
     "plt.title(\"Thermal\")\n",
-    "plt.boundary_handling(thermal_step.boundary_handling)"
+    "plt.boundary_handling(thermal_step.boundary_handling, make_slice[:, :, domain_size[2] // 2])"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 7,
+   "execution_count": 6,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -170,6 +157,21 @@
     "    thermal_step.time_steps_run += time_steps"
    ]
   },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "if 'is_test_run' not in globals():\n",
+    "    run(5000)\n",
+    "else:\n",
+    "    run(10)\n",
+    "\n",
+    "assert np.isfinite(hydro_step.velocity[:, :, :].max())\n",
+    "assert np.isfinite(thermal_step.density[:, :, :].max())"
+   ]
+  },
   {
    "cell_type": "code",
    "execution_count": 8,
@@ -177,7 +179,17 @@
    "outputs": [
     {
      "data": {
-      "image/png": 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+      "text/plain": [
+       "<matplotlib.image.AxesImage at 0x138f24f40>"
+      ]
+     },
+     "execution_count": 8,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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       "text/plain": [
        "<Figure size 3200x1000 with 2 Axes>"
       ]
@@ -189,30 +201,55 @@
     }
    ],
    "source": [
-    "run(5000)\n",
-    "assert dh.max('T') < 2\n",
-    "\n",
     "plt.figure(figsize=(16, 5), dpi=200)\n",
     "plt.subplot(1, 2, 1)\n",
-    "plt.scalar_field(thermal_step.density[:, :])\n",
+    "plt.scalar_field(thermal_step.density[:, :, domain_size[2] // 2])\n",
     "plt.subplot(1, 2, 2)\n",
-    "plt.vector_field(hydro_step.velocity[:, :]);"
+    "plt.vector_field_magnitude(hydro_step.velocity[:, :, domain_size[2] // 2])"
    ]
   },
   {
    "cell_type": "code",
    "execution_count": 9,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<matplotlib.quiver.Quiver at 0x138ebcdc0>"
+      ]
+     },
+     "execution_count": 9,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1152x432 with 2 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
    "source": [
-    "assert np.isfinite(hydro_step.velocity[:, :].max())\n",
-    "assert np.isfinite(thermal_step.density[:, :].max())"
+    "fig, axs = plt.subplots(1, 2)\n",
+    "axs[0].axis('equal')\n",
+    "axs[0].contour(np.transpose(thermal_step.density[:, :, domain_size[2] // 2]), 21, origin=None)\n",
+    "\n",
+    "qq = hydro_step.velocity[:, :, domain_size[2] // 2]\n",
+    "axs[1].axis('equal')\n",
+    "axs[1].quiver(np.transpose(qq[0:50:4, 0:50:4, 0]), np.transpose(qq[0:50:4, 0:50:4, 1]))"
    ]
   }
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Python 3",
+   "display_name": "Python 3 (ipykernel)",
    "language": "python",
    "name": "python3"
   },
@@ -226,7 +263,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.8.2"
+   "version": "3.9.7"
   }
  },
  "nbformat": 4,
diff --git a/doc/notebooks/09_tutorial_shanchen_twocomponent.ipynb b/doc/notebooks/09_tutorial_shanchen_twocomponent.ipynb
index cafae4c8ca4552574ff8493922d64485a5883f99..526db1ebfa4268bddb45c2df44b95f0de8c20df0 100644
--- a/doc/notebooks/09_tutorial_shanchen_twocomponent.ipynb
+++ b/doc/notebooks/09_tutorial_shanchen_twocomponent.ipynb
@@ -106,7 +106,7 @@
    "metadata": {},
    "source": [
     "The force between the two components is\n",
-    "$\\vec{F}_k(\\vec{x})=-\\psi(\\rho_k(\\vec{x}))\\sum\\limits_{k^\\prime\\in\\{A,B\\}}g_{kk^\\prime}\\sum\\limits_{i=1}^{q}w_i\\psi(\\rho_{k^\\prime}(\\vec{x}+\\vec{c}_i))\\vec{c}_i$\n",
+    "$\\mathbf{F}_k(\\mathbf{x})=-\\psi(\\rho_k(\\mathbf{x}))\\sum\\limits_{k^\\prime\\in\\{A,B\\}}g_{kk^\\prime}\\sum\\limits_{i=1}^{q}w_i\\psi(\\rho_{k^\\prime}(\\mathbf{x}+\\mathbf{c}_i))\\mathbf{c}_i$\n",
     "for $k\\in\\{A,B\\}$\n",
     "and with \n",
     "$\\psi(\\rho)=\\rho_0\\left[1-\\exp(-\\rho/\\rho_0)\\right]$."
diff --git a/lbmpy/boundaries/boundaryconditions.py b/lbmpy/boundaries/boundaryconditions.py
index 994948108a7acebabe01ab54e4e71d42673bbef6..96251e0e858ddd09c1398ba9e0a02878dd7e6783 100644
--- a/lbmpy/boundaries/boundaryconditions.py
+++ b/lbmpy/boundaries/boundaryconditions.py
@@ -115,8 +115,8 @@ class NoSlip(LbBoundary):
 
 class FreeSlip(LbBoundary):
     """
-    Free-Slip boundary condition, which enforces a zero normal fluid velocity $u_n = 0$ but places no restrictions
-    on the tangential fluid velocity $u_t$.
+    Free-Slip boundary condition, which enforces a zero normal fluid velocity :math:`u_n = 0` but places no restrictions
+    on the tangential fluid velocity :math:`u_t`.
 
     Args:
         stencil: LBM stencil which is used for the simulation
diff --git a/lbmpy/continuous_distribution_measures.py b/lbmpy/continuous_distribution_measures.py
index 461967bbcfbe68db2930e480a092c8465e5b1582..b14775bb64087dc55864c0d42b97d30beadd18d8 100644
--- a/lbmpy/continuous_distribution_measures.py
+++ b/lbmpy/continuous_distribution_measures.py
@@ -15,11 +15,11 @@ def moment_generating_function(generating_function, symbols, symbols_in_result,
     Computes the moment generating function of a probability distribution. It is defined as:
 
     .. math ::
-        F[f(\mathbf{x})](\mathbf{t}) = \int e^{<\mathbf{x}, \mathbf{t}>} f(x)\; dx
+        F[f(\mathbf{x})](t) = \int e^{<\mathbf{x}, t>} f(\mathbf{x})\; dx
 
     Args:
         generating_function: sympy expression
-        symbols: a sequence of symbols forming the vector x
+        symbols: a sequence of symbols forming the vector :math:`\mathbf{x}`
         symbols_in_result: a sequence forming the vector t
         velocity: if the generating function generates central moments, the velocity needs to be substracted. Thus the
                   velocity symbols need to be passed. All generating functions need to have the same parameters.
@@ -62,7 +62,7 @@ def central_moment_generating_function(func, symbols, symbols_in_result, velocit
     Computes central moment generating func, which is defined as:
 
     .. math ::
-        K( \vec{\Xi} ) = \exp ( - \vec{\Xi} \cdot \vec{u} ) M( \vec{\Xi}.
+        K( \mathbf{\Xi} ) = \exp ( - \mathbf{\Xi} \cdot \mathbf{u} ) M( \mathbf{\Xi} ).
 
     For parameter description see :func:`moment_generating_function`.
     """
@@ -76,7 +76,7 @@ def cumulant_generating_function(func, symbols, symbols_in_result, velocity=None
     Computes cumulant generating func, which is the logarithm of the moment generating func:
 
     .. math ::
-        C(\vec{\Xi}) = \log M(\vec{\Xi})
+        C(\mathbf{\Xi}) = \log M(\mathbf{\Xi})
 
     For parameter description see :func:`moment_generating_function`.
     """
diff --git a/lbmpy/creationfunctions.py b/lbmpy/creationfunctions.py
index e9705b255f62fefeb438a073c18ea75d0b07608b..44cbfe154420418c89d30eb05799d426efbea77a 100644
--- a/lbmpy/creationfunctions.py
+++ b/lbmpy/creationfunctions.py
@@ -247,21 +247,21 @@ class LBMConfig:
 
     kernel_type: Union[str, Type[PdfFieldAccessor]] = 'default_stream_collide'
     """
-    Supported values: 'default_stream_collide' (default), 'collide_only', 'stream_pull_only'. 
-    With 'default_stream_collide', streaming pattern and even/odd time-step (for in-place patterns) can be specified
+    Supported values: ``'default_stream_collide'`` (default), ``'collide_only'``, ``'stream_pull_only'``. 
+    With ``'default_stream_collide'``, streaming pattern and even/odd time-step (for in-place patterns) can be specified
     by the ``streaming_pattern`` and ``timestep`` arguments. For backwards compatibility, ``kernel_type`` also accepts
-    'stream_pull_collide', 'collide_stream_push', 'esotwist_even', 'esotwist_odd', 'aa_even' and 'aa_odd' for selection 
-    of the streaming pattern. 
+    ``'stream_pull_collide'``, ``'collide_stream_push'``, ``'esotwist_even'``, ``'esotwist_odd'``, ``'aa_even'``
+    and ``'aa_odd'`` for selection of the streaming pattern. 
     """
     streaming_pattern: str = 'pull'
     """
-    The streaming pattern to be used with a 'default_stream_collide' kernel. Accepted values are
-    'pull', 'push', 'aa' and 'esotwist'.
+    The streaming pattern to be used with a ``'default_stream_collide'`` kernel. Accepted values are
+    ``'pull'``, ``'push'``, ``'aa'`` and ``'esotwist'``.
     """
     timestep: Timestep = Timestep.BOTH
     """
     Timestep modulus for the streaming pattern. For two-fields patterns, this argument is irrelevant and
-    by default set to ``Timestep.BOTH``. For in-place patterns, ``Timestep.EVEN`` or ``Timestep.ODD`` must be speficied.
+    by default set to ``Timestep.BOTH``. For in-place patterns, ``Timestep.EVEN`` or ``Timestep.ODD`` must be specified.
     """
 
     field_name: str = 'src'
diff --git a/lbmpy/enums.py b/lbmpy/enums.py
index e0890af80a041f08748b721d6d2721f448431863..a082374df1a61402d0be7b73116e3dc665b2b019 100644
--- a/lbmpy/enums.py
+++ b/lbmpy/enums.py
@@ -21,6 +21,10 @@ class Stencil(Enum):
     """
     A two dimensional stencil using 37 discrete velocities. (long range stencil).
     """
+    D3Q7 = auto()
+    """
+    A three dimensional stencil using 7 discrete velocities.
+    """
     D3Q15 = auto()
     """
     A three dimensional stencil using 15 discrete velocities.
diff --git a/lbmpy/forcemodels.py b/lbmpy/forcemodels.py
index 4ab10eb32347793aeca5a8c45a4c6149dfb76bc5..e4fb604c037d0249e5bd65b260b1843e1bce1554 100644
--- a/lbmpy/forcemodels.py
+++ b/lbmpy/forcemodels.py
@@ -17,16 +17,16 @@ Force models add a term :math:`C_F` to the collision equation:
 
 .. math ::
 
-    f(\pmb{x} + c_q \Delta t, t + \Delta t) - f(\pmb{x},t) = \Omega(f, f^{(\mathrm{eq})})
+    f(\mathbf{x} + c_q \Delta t, t + \Delta t) - f(\mathbf{x},t) = \Omega(f, f^{(\mathrm{eq})})
                                                             + \underbrace{F_q}_{\mbox{forcing term}}
 
 The form of this term depends on the concrete force model: the first moment of this forcing term is equal
-to the acceleration :math:`\pmb{a}` for all force models. Here :math:`\mathbf{F}` is the D dimensional force vector,
+to the acceleration :math:`\mathbf{a}` for all force models. Here :math:`\mathbf{F}` is the D dimensional force vector,
 which defines the force for each spatial dircetion.
 
 .. math ::
 
-    \sum_q \pmb{c}_q \mathbf{F} = \pmb{a}
+    \sum_q \mathbf{c}_q \mathbf{F} = \mathbf{a}
 
 
 The second order moment is different for the forcing models - if it is zero the model is suited for
@@ -57,7 +57,7 @@ For all force models the computation of the macroscopic velocity has to be adapt
     
     .. math ::
     
-        \pmb{u} &= \sum_q \pmb{c}_q f_q + S_{\mathrm{macro}}
+        \mathbf{u} &= \sum_q \mathbf{c}_q f_q + S_{\mathrm{macro}}
         
         S_{\mathrm{macro}} &= \frac{\Delta t}{2 \cdot \rho} \sum_q F_q
 
@@ -296,7 +296,7 @@ class He(AbstractForceModel):
                 F_x m^{\mathrm{eq}}_{\alpha+1,\beta,\gamma} 
                 + F_y m^{\mathrm{eq}}_{\alpha,\beta+1,\gamma} 
                 + F_z m^{\mathrm{eq}}_{\alpha,\beta,\gamma+1} 
-                - m^{eq}_{\alpha\beta\gamma} ( \mathbf{F} \cdot \vec{u} ) 
+                - m^{eq}_{\alpha\beta\gamma} ( \mathbf{F} \cdot \mathbf{u} )
             \right)
     """
 
diff --git a/lbmpy/maxwellian_equilibrium.py b/lbmpy/maxwellian_equilibrium.py
index 160eea146a00c403cd7717ca0d71833822a1a22a..7b6b101068b4780ae30768df3d162c19269c1863 100644
--- a/lbmpy/maxwellian_equilibrium.py
+++ b/lbmpy/maxwellian_equilibrium.py
@@ -31,6 +31,10 @@ get_weights.weights = {
         1: sp.Rational(1, 9),
         2: sp.Rational(1, 36),
     },
+    7: {
+        0: sp.simplify(0.0),
+        1: sp.Rational(1, 6),
+    },
     15: {
         0: sp.Rational(2, 9),
         1: sp.Rational(1, 9),
diff --git a/lbmpy/methods/conservedquantitycomputation.py b/lbmpy/methods/conservedquantitycomputation.py
index a07de0c056977362426245142fa23946f8194c05..0675b643116b1cb10dffa6e17e302137abc4114c 100644
--- a/lbmpy/methods/conservedquantitycomputation.py
+++ b/lbmpy/methods/conservedquantitycomputation.py
@@ -286,7 +286,7 @@ def get_equations_for_zeroth_and_first_order_moment(stencil, symbolic_pdfs, symb
 
     dim = stencil.D
 
-    subexpressions = []
+    subexpressions = list()
     pdf_sum = sum(symbolic_pdfs)
     u = [0] * dim
     for f, offset in zip(symbolic_pdfs, stencil):
@@ -308,12 +308,16 @@ def get_equations_for_zeroth_and_first_order_moment(stencil, symbolic_pdfs, symb
             rhs -= plus_terms[j]
         eq = Assignment(velo_terms[i], sum(rhs))
         subexpressions.append(eq)
+        if len(rhs) == 0:  # if one of the substitutions is not found the simplification can not be applied
+            subexpressions = []
+            break
 
     for subexpression in subexpressions:
         pdf_sum = pdf_sum.subs(subexpression.rhs, subexpression.lhs)
 
-    for i in range(dim):
-        u[i] = u[i].subs(subexpressions[i].rhs, subexpressions[i].lhs)
+    if len(subexpressions) > 0:
+        for i in range(dim):
+            u[i] = u[i].subs(subexpressions[i].rhs, subexpressions[i].lhs)
 
     equations = []
     equations += [Assignment(symbolic_zeroth_moment, pdf_sum)]
diff --git a/lbmpy/methods/creationfunctions.py b/lbmpy/methods/creationfunctions.py
index e6963aaeab332fba07ebde1e9ed663d883ed03e6..32b2362465e5cec22870b81449eb56b80ba4f46e 100644
--- a/lbmpy/methods/creationfunctions.py
+++ b/lbmpy/methods/creationfunctions.py
@@ -423,8 +423,10 @@ def create_mrt_orthogonal(stencil, relaxation_rates, maxwellian_moments=False, w
             diagonal_viscous_moments = [x ** 2 + y ** 2, x ** 2]
         else:
             diagonal_viscous_moments = [x ** 2 + y ** 2 + z ** 2, x ** 2, y ** 2 - z ** 2]
+
         for i, d in enumerate(MOMENT_SYMBOLS[:stencil.D]):
-            moments[moments.index(d ** 2)] = diagonal_viscous_moments[i]
+            if d ** 2 in moments:
+                moments[moments.index(d ** 2)] = diagonal_viscous_moments[i]
         orthogonal_moments = gram_schmidt(moments, stencil, weights)
         orthogonal_moments_scaled = [e * common_denominator(e) for e in orthogonal_moments]
         nested_moments = list(sort_moments_into_groups_of_same_order(orthogonal_moments_scaled).values())
diff --git a/lbmpy/methods/default_moment_sets.py b/lbmpy/methods/default_moment_sets.py
index 55e7636bbef624cf2b1d700e50650e5977c838b1..5a2144ce05721be9a537b6fe6a1798e85d5e6c2f 100644
--- a/lbmpy/methods/default_moment_sets.py
+++ b/lbmpy/methods/default_moment_sets.py
@@ -18,7 +18,7 @@ def cascaded_moment_sets_literature(stencil):
     - Remaining groups do not govern hydrodynamic properties
 
     Args:
-        stencil: instance of :class:`lbmpy.stencils.LBStencil`. Can be D2Q9, D3Q15, D3Q19 or D3Q27
+        stencil: instance of :class:`lbmpy.stencils.LBStencil`. Can be D2Q9, D3Q7, D3Q15, D3Q19 or D3Q27
     """
     x, y, z = MOMENT_SYMBOLS
     if have_same_entries(stencil, LBStencil(Stencil.D2Q9)):
@@ -42,6 +42,18 @@ def cascaded_moment_sets_literature(stencil):
             [x ** 2 * y ** 2]
         ]
 
+    elif have_same_entries(stencil, LBStencil(Stencil.D3Q7)):
+        # D3Q7 moments: https://arxiv.org/ftp/arxiv/papers/1611/1611.03329.pdf
+        return [
+            [sp.sympify(1)],  # density is conserved
+            [x, y, z],  # momentum might be affected by forcing
+
+            [x ** 2 - y ** 2,
+             x ** 2 - z ** 2],  # shear
+
+            [x ** 2 + y ** 2 + z ** 2],  # bulk
+        ]
+
     elif have_same_entries(stencil, LBStencil(Stencil.D3Q15)):
         #   D3Q15 central moments by Premnath et al. https://arxiv.org/pdf/1202.6081.pdf.
         return [
diff --git a/lbmpy/methods/momentbased/momentbasedmethod.py b/lbmpy/methods/momentbased/momentbasedmethod.py
index 79e3b1ba4e17ae12677bf066bb1a2a014781ca0b..93a3542ef7ea6e70c120e769d6387133954a8631 100644
--- a/lbmpy/methods/momentbased/momentbasedmethod.py
+++ b/lbmpy/methods/momentbased/momentbasedmethod.py
@@ -48,7 +48,7 @@ class MomentBasedLbMethod(AbstractLbMethod):
     @property
     def moment_space_collision(self):
         """Returns whether collision is derived in terms of moments or in terms of populations only."""
-        return (self._moment_transform_class is not None)
+        return self._moment_transform_class is not None
 
     @property
     def relaxation_info_dict(self):
diff --git a/lbmpy/moments.py b/lbmpy/moments.py
index 20300761c714ccf28d9959f73f59bfc972cecff3..4b312d2842ea8e7be1826fbcbbedcb996a86cd81 100644
--- a/lbmpy/moments.py
+++ b/lbmpy/moments.py
@@ -159,7 +159,7 @@ def polynomial_to_exponent_representation(polynomial, dim=3):
     summands = [polynomial] if polynomial.func != sp.Add else polynomial.args
     for expr in summands:
         if len(expr.atoms(sp.Symbol) - set(MOMENT_SYMBOLS)) > 0:
-            raise ValueError("Invalid moment polynomial: " + str(expr))
+            raise ValueError(f"Invalid moment polynomial: {str(expr)}")
         c, x_exp, y_exp, z_exp = sp.Wild('c'), sp.Wild('xexp'), sp.Wild('yexp'), sp.Wild('zc')
         match_res = expr.match(c * x**x_exp * y**y_exp * z**z_exp)
         assert match_res[x_exp].is_integer and match_res[y_exp].is_integer and match_res[z_exp].is_integer
@@ -393,8 +393,8 @@ def discrete_moment(func, moment, stencil, shift_velocity=None):
         func: list of distribution functions for each direction
         moment: can either be a exponent tuple, or a sympy polynomial expression
         stencil: sequence of directions
-        shift_velocity: velocity vector u to compute central moments, the lattice velocity is replaced by
-                        (lattice_velocity - shift_velocity)
+        shift_velocity: velocity vector :math:`\mathbf{u}` to compute central moments, the lattice
+                        velocity is replaced by (lattice_velocity - shift_velocity)
     """
     assert stencil.Q == len(func)
     if shift_velocity is None:
@@ -474,7 +474,7 @@ def gram_schmidt(moments, stencil, weights=None):
         moments: sequence of moments, either in tuple or polynomial form
         stencil: stencil as sequence of directions
         weights: optional weights, that define the scalar product which is used for normalization.
-                 Scalar product :math:`< a,b > = \sum a_i b_i w_i` with weights :math:`w_i`.
+                 Scalar product :math:`< \mathbf{a},\mathbf{b} > = \sum a_i b_i w_i` with weights :math:`w_i`.
                  Passing no weights sets all weights to 1.
     Returns:
         set of orthogonal moments in polynomial form
@@ -499,8 +499,8 @@ def gram_schmidt(moments, stencil, weights=None):
             prev_element = orthogonalized_vectors[j]
             denominator = prev_element.dot(weights * prev_element)
             if denominator == 0:
-                raise ValueError("Not an independent set of vectors given: "
-                                 "vector %d is dependent on previous vectors" % (i,))
+                raise ValueError(f"Not an independent set of vectors given: "
+                                 f"vector {i} is dependent on previous vectors")
             overlap = current_element.dot(weights * prev_element) / denominator
             current_element -= overlap * prev_element
             moments[i] -= overlap * moments[j]
@@ -535,6 +535,15 @@ def get_default_moment_set_for_stencil(stencil):
                               )
         to_remove = set(extend_moments_with_permutations(non_matched_moments))
         return sorted(to_poly(set(all27_moments) - to_remove) + additional_moments, key=moment_sort_key)
+    if stencil.D == 3 and stencil.Q == 7:
+        x, y, z = MOMENT_SYMBOLS
+        non_matched_moments = [(1, 1, 0), (1, 1, 1), (1, 1, 2), (1, 2, 0),
+                               (1, 2, 2), (2, 0, 0), (2, 2, 0), (2, 2, 2)]
+        additional_moments = (x ** 2 - y ** 2,
+                              x ** 2 - z ** 2,
+                              x ** 2 + y ** 2 + z ** 2)
+        to_remove = set(extend_moments_with_permutations(non_matched_moments))
+        return sorted(to_poly(set(all27_moments) - to_remove) + additional_moments, key=moment_sort_key)
 
     raise NotImplementedError("No default moment system available for this stencil - define matched moments yourself")
 
@@ -569,8 +578,7 @@ def monomial_to_polynomial_transformation_matrix(monomials, polynomials):
         polynomials: sequence of polynomials in the MOMENT_SYMBOLS
 
     >>> x, y, z = MOMENT_SYMBOLS
-    >>> polys = [7 * x**2 + 3 * x + 2 * y **2, \
-                 9 * x**2 - 5 * x]
+    >>> polys = [7 * x**2 + 3 * x + 2 * y **2, 9 * x**2 - 5 * x]
     >>> mons = list(extract_monomials(polys, dim=2))
     >>> mons.sort()
     >>> monomial_to_polynomial_transformation_matrix(mons, polys)
@@ -638,21 +646,20 @@ def moment_equality_table(stencil, discrete_equilibrium=None, continuous_equilib
     import ipy_table
     from lbmpy.continuous_distribution_measures import continuous_moment
 
-    dim = len(stencil[0])
-    u = sp.symbols("u_:{dim}".format(dim=dim))
+    u = sp.symbols(f"u_:{stencil.D}")
     if discrete_equilibrium is None:
         from lbmpy.maxwellian_equilibrium import discrete_maxwellian_equilibrium
         discrete_equilibrium = discrete_maxwellian_equilibrium(stencil, c_s_sq=sp.Rational(1, 3), compressible=True,
                                                                u=u, order=truncate_order)
     if continuous_equilibrium is None:
         from lbmpy.maxwellian_equilibrium import continuous_maxwellian_equilibrium
-        continuous_equilibrium = continuous_maxwellian_equilibrium(dim=dim, u=u, c_s_sq=sp.Rational(1, 3))
+        continuous_equilibrium = continuous_maxwellian_equilibrium(dim=stencil.D, u=u, c_s_sq=sp.Rational(1, 3))
 
     table = []
     matched_moments = 0
     non_matched_moments = 0
 
-    moments_list = [list(moments_of_order(o, dim, include_permutations=False)) for o in range(max_order + 1)]
+    moments_list = [list(moments_of_order(o, stencil.D, include_permutations=False)) for o in range(max_order + 1)]
 
     colors = dict()
     nr_of_columns = max([len(v) for v in moments_list]) + 1
@@ -663,11 +670,11 @@ def moment_equality_table(stencil, discrete_equilibrium=None, continuous_equilib
 
     for order, moments in enumerate(moments_list):
         row = [' '] * nr_of_columns
-        row[0] = '%d' % (order,)
+        row[0] = f'{order}'
         for moment, col_idx in zip(moments, range(1, len(row))):
             multiplicity = moment_multiplicity(moment)
             dm = discrete_moment(discrete_equilibrium, moment, stencil)
-            cm = continuous_moment(continuous_equilibrium, moment, symbols=sp.symbols("v_0 v_1 v_2")[:dim])
+            cm = continuous_moment(continuous_equilibrium, moment, symbols=sp.symbols("v_0 v_1 v_2")[:stencil.D])
             difference = sp.simplify(dm - cm)
             if truncate_order:
                 difference = sp.simplify(remove_higher_order_terms(difference, symbols=u, order=truncate_order))
@@ -678,7 +685,7 @@ def moment_equality_table(stencil, discrete_equilibrium=None, continuous_equilib
                 colors[(order + 1, col_idx)] = 'lightGreen'
                 matched_moments += multiplicity
 
-            row[col_idx] = '%s  x %d' % (moment, moment_multiplicity(moment))
+            row[col_idx] = f'{moment}  x {moment_multiplicity(moment)}'
 
         table.append(row)
 
@@ -687,8 +694,8 @@ def moment_equality_table(stencil, discrete_equilibrium=None, continuous_equilib
     for cell_idx, color in colors.items():
         ipy_table.set_cell_style(cell_idx[0], cell_idx[1], color=color)
 
-    print("Matched moments %d - non matched moments %d - total %d" %
-          (matched_moments, non_matched_moments, matched_moments + non_matched_moments))
+    print(f"Matched moments {matched_moments} - non matched moments {non_matched_moments} "
+          f"- total {matched_moments + non_matched_moments}")
 
     return table_display
 
@@ -719,8 +726,8 @@ def moment_equality_table_by_stencil(name_to_stencil_dict, moments, truncate_ord
 
     colors = {}
     for stencil_idx, stencil in enumerate(stencils):
-        dim = len(stencil[0])
-        u = sp.symbols("u_:{dim}".format(dim=dim))
+        dim = stencil.D
+        u = sp.symbols(f"u_:{dim}")
         discrete_equilibrium = discrete_maxwellian_equilibrium(stencil, c_s_sq=sp.Rational(1, 3), compressible=True,
                                                                u=u, order=truncate_order)
         continuous_equilibrium = continuous_maxwellian_equilibrium(dim=dim, u=u, c_s_sq=sp.Rational(1, 3))
@@ -777,7 +784,7 @@ def __unique_permutations(elements: Sequence[T]) -> Iterable[T]:
 
     """
     if len(elements) == 1:
-        yield (elements[0],)
+        yield elements[0],
     else:
         unique_elements = set(elements)
         for first_element in unique_elements:
diff --git a/lbmpy/stencils.py b/lbmpy/stencils.py
index 01268a7e00bf90d8f1f74b54431c234b3596b2fb..ffd64a91625c1ffec01675e69958c81bb5d9ab7f 100644
--- a/lbmpy/stencils.py
+++ b/lbmpy/stencils.py
@@ -23,7 +23,7 @@ def get_stencil(name, ordering='walberla'):
     return LBStencil(name, ordering=ordering)
 
 
-class LBStencil():
+class LBStencil:
     r"""
     Class representing a lattice Boltzmann stencil in DxQy notation, where d is the dimension
     (length of the velocity tuples) and y is number of discrete velocities. For every dimension many different version
@@ -44,9 +44,9 @@ class LBStencil():
             ordering = None
             self._stencil_entries = stencil
         elif isinstance(stencil, str):
-            self._stencil_entries = self._predefined_stencils(stencil, ordering)
+            self._stencil_entries = _predefined_stencils(stencil, ordering)
         elif isinstance(stencil, Stencil):
-            self._stencil_entries = self._predefined_stencils(stencil.name, ordering)
+            self._stencil_entries = _predefined_stencils(stencil.name, ordering)
         else:
             raise ValueError("The LBStencil can only be created with either a tuple of tuples which defines the "
                              "stencil, a string or an Enum of type lbmpy.enums.Stencil")
@@ -131,103 +131,110 @@ class LBStencil():
                          </tr>\n""".format(**vals)
         return table.format(content=content, nb='style="border:none"')
 
-    def _predefined_stencils(self, stencil: str, ordering: str):
-        predefined_stencils = {
-            'D2Q9': {
-                'walberla': ((0, 0),
-                             (0, 1), (0, -1), (-1, 0), (1, 0),
-                             (-1, 1), (1, 1), (-1, -1), (1, -1),),
-                'counterclockwise': ((0, 0),
-                                     (1, 0), (0, 1), (-1, 0), (0, -1),
-                                     (1, 1), (-1, 1), (-1, -1), (1, -1)),
-                'braunschweig': ((0, 0),
-                                 (-1, 1), (-1, 0), (-1, -1), (0, -1),
-                                 (1, -1), (1, 0), (1, 1), (0, 1)),
-                'uk': ((0, 0),
-                       (1, 0), (-1, 0), (0, 1), (0, -1),
-                       (1, 1), (-1, -1), (-1, 1), (1, -1),
-                       )
-            },
-            'D2V17': {
-                'walberla': (
-                    (0, 0), (0, -1), (-1, 0), (1, 0), (0, 1), (-1, -1), (1, -1), (-1, 1), (1, 1), (-2, -2), (2, -2),
-                    (-2, 2),
-                    (2, 2), (0, -3), (-3, 0), (3, 0), (0, 3)),
-            },
-            'D2V37': {
-                'walberla': (
-                    (0, 0), (0, -1), (-1, 0), (1, 0), (0, 1), (-1, -1), (1, -1), (-1, 1), (1, 1), (0, -2), (-2, 0),
-                    (2, 0),
-                    (0, 2), (-1, -2), (1, -2), (-2, -1), (2, -1), (-2, 1), (2, 1), (-1, 2), (1, 2), (-2, -2), (2, -2),
-                    (-2, 2),
-                    (2, 2), (0, -3), (-3, 0), (3, 0), (0, 3), (-1, -3), (1, -3), (-3, -1), (3, -1), (-3, 1), (3, 1),
-                    (-1, 3),
-                    (1, 3))
-            },
-            'D3Q15': {
-                'walberla':
-                    ((0, 0, 0),
-                     (0, 1, 0), (0, -1, 0), (-1, 0, 0), (1, 0, 0), (0, 0, 1), (0, 0, -1),
-                     (1, 1, 1), (-1, 1, 1), (1, -1, 1), (-1, -1, 1), (1, 1, -1), (-1, 1, -1), (1, -1, -1),
-                     (-1, -1, -1)),
-                'premnath': ((0, 0, 0),
-                             (1, 0, 0), (-1, 0, 0), (0, 1, 0), (0, -1, 0), (0, 0, 1), (0, 0, -1),
-                             (1, 1, 1), (-1, 1, 1), (1, -1, 1), (-1, -1, 1),
-                             (1, 1, -1), (-1, 1, -1), (1, -1, -1), (-1, -1, -1)),
-            },
-            'D3Q19': {
-                'walberla': ((0, 0, 0),
-                             (0, 1, 0), (0, -1, 0), (-1, 0, 0), (1, 0, 0), (0, 0, 1), (0, 0, -1),
-                             (-1, 1, 0), (1, 1, 0), (-1, -1, 0), (1, -1, 0),
-                             (0, 1, 1), (0, -1, 1), (-1, 0, 1), (1, 0, 1),
-                             (0, 1, -1), (0, -1, -1), (-1, 0, -1), (1, 0, -1)),
-                'braunschweig': ((0, 0, 0),
-                                 (1, 0, 0), (-1, 0, 0),
-                                 (0, 1, 0), (0, -1, 0),
-                                 (0, 0, 1), (0, 0, -1),
-                                 (1, 1, 0), (-1, -1, 0),
-                                 (1, -1, 0), (-1, 1, 0),
-                                 (1, 0, 1), (-1, 0, -1),
-                                 (1, 0, -1), (-1, 0, 1),
-                                 (0, 1, 1), (0, -1, -1),
-                                 (0, 1, -1), (0, -1, 1)),
-                'premnath': ((0, 0, 0),
-                             (1, 0, 0), (-1, 0, 0), (0, 1, 0), (0, -1, 0), (0, 0, 1), (0, 0, -1),
-                             (1, 1, 0), (-1, 1, 0), (1, -1, 0), (-1, -1, 0),
-                             (1, 0, 1), (-1, 0, 1), (1, 0, -1), (-1, 0, -1),
-                             (0, 1, 1), (0, -1, 1), (0, 1, -1), (0, -1, -1)),
-            },
-            'D3Q27': {
-                'walberla': ((0, 0, 0),
-                             (0, 1, 0), (0, -1, 0), (-1, 0, 0), (1, 0, 0), (0, 0, 1), (0, 0, -1),
-                             (-1, 1, 0), (1, 1, 0), (-1, -1, 0), (1, -1, 0),
-                             (0, 1, 1), (0, -1, 1), (-1, 0, 1), (1, 0, 1),
-                             (0, 1, -1), (0, -1, -1), (-1, 0, -1), (1, 0, -1),
-                             (1, 1, 1), (-1, 1, 1), (1, -1, 1), (-1, -1, 1), (1, 1, -1), (-1, 1, -1), (1, -1, -1),
-                             (-1, -1, -1)),
-                'premnath': ((0, 0, 0),
-                             (1, 0, 0), (-1, 0, 0), (0, 1, 0), (0, -1, 0), (0, 0, 1), (0, 0, -1),
-                             (1, 1, 0), (-1, 1, 0), (1, -1, 0), (-1, -1, 0),
-                             (1, 0, 1), (-1, 0, 1), (1, 0, -1), (-1, 0, -1),
-                             (0, 1, 1), (0, -1, 1), (0, 1, -1), (0, -1, -1),
-                             (1, 1, 1), (-1, 1, 1), (1, -1, 1), (-1, -1, 1),
-                             (1, 1, -1), (-1, 1, -1), (1, -1, -1), (-1, -1, -1)),
-                'fakhari': ((0, 0, 0),
-                            (1, 0, 0), (-1, 0, 0), (0, 1, 0), (0, -1, 0), (0, 0, 1), (0, 0, -1),
-                            (1, 1, 1), (-1, 1, 1), (1, -1, 1), (-1, -1, 1),
-                            (1, 1, -1), (-1, 1, -1), (1, -1, -1), (-1, -1, -1),
-                            (1, 1, 0), (-1, 1, 0), (1, -1, 0), (-1, -1, 0),
-                            (1, 0, 1), (-1, 0, 1), (1, 0, -1), (-1, 0, -1), (0, 1, 1), (0, -1, 1), (0, 1, -1),
-                            (0, -1, -1)),
-            }
+
+def _predefined_stencils(stencil: str, ordering: str):
+    predefined_stencils = {
+        'D2Q9': {
+            'walberla': ((0, 0),
+                         (0, 1), (0, -1), (-1, 0), (1, 0),
+                         (-1, 1), (1, 1), (-1, -1), (1, -1),),
+            'counterclockwise': ((0, 0),
+                                 (1, 0), (0, 1), (-1, 0), (0, -1),
+                                 (1, 1), (-1, 1), (-1, -1), (1, -1)),
+            'braunschweig': ((0, 0),
+                             (-1, 1), (-1, 0), (-1, -1), (0, -1),
+                             (1, -1), (1, 0), (1, 1), (0, 1)),
+            'uk': ((0, 0),
+                   (1, 0), (-1, 0), (0, 1), (0, -1),
+                   (1, 1), (-1, -1), (-1, 1), (1, -1),
+                   )
+        },
+        'D2V17': {
+            'walberla': (
+                (0, 0), (0, -1), (-1, 0), (1, 0), (0, 1), (-1, -1), (1, -1), (-1, 1), (1, 1), (-2, -2), (2, -2),
+                (-2, 2),
+                (2, 2), (0, -3), (-3, 0), (3, 0), (0, 3)),
+        },
+        'D2V37': {
+            'walberla': (
+                (0, 0), (0, -1), (-1, 0), (1, 0), (0, 1), (-1, -1), (1, -1), (-1, 1), (1, 1), (0, -2), (-2, 0),
+                (2, 0),
+                (0, 2), (-1, -2), (1, -2), (-2, -1), (2, -1), (-2, 1), (2, 1), (-1, 2), (1, 2), (-2, -2), (2, -2),
+                (-2, 2),
+                (2, 2), (0, -3), (-3, 0), (3, 0), (0, 3), (-1, -3), (1, -3), (-3, -1), (3, -1), (-3, 1), (3, 1),
+                (-1, 3),
+                (1, 3))
+        },
+        'D3Q7': {
+            'walberla': ((0, 0, 0),
+                         (0, 1, 0), (0, -1, 0),
+                         (-1, 0, 0), (1, 0, 0),
+                         (0, 0, 1), (0, 0, -1))
+        },
+        'D3Q15': {
+            'walberla':
+                ((0, 0, 0),
+                 (0, 1, 0), (0, -1, 0), (-1, 0, 0), (1, 0, 0), (0, 0, 1), (0, 0, -1),
+                 (1, 1, 1), (-1, 1, 1), (1, -1, 1), (-1, -1, 1), (1, 1, -1), (-1, 1, -1), (1, -1, -1),
+                 (-1, -1, -1)),
+            'premnath': ((0, 0, 0),
+                         (1, 0, 0), (-1, 0, 0), (0, 1, 0), (0, -1, 0), (0, 0, 1), (0, 0, -1),
+                         (1, 1, 1), (-1, 1, 1), (1, -1, 1), (-1, -1, 1),
+                         (1, 1, -1), (-1, 1, -1), (1, -1, -1), (-1, -1, -1)),
+        },
+        'D3Q19': {
+            'walberla': ((0, 0, 0),
+                         (0, 1, 0), (0, -1, 0), (-1, 0, 0), (1, 0, 0), (0, 0, 1), (0, 0, -1),
+                         (-1, 1, 0), (1, 1, 0), (-1, -1, 0), (1, -1, 0),
+                         (0, 1, 1), (0, -1, 1), (-1, 0, 1), (1, 0, 1),
+                         (0, 1, -1), (0, -1, -1), (-1, 0, -1), (1, 0, -1)),
+            'braunschweig': ((0, 0, 0),
+                             (1, 0, 0), (-1, 0, 0),
+                             (0, 1, 0), (0, -1, 0),
+                             (0, 0, 1), (0, 0, -1),
+                             (1, 1, 0), (-1, -1, 0),
+                             (1, -1, 0), (-1, 1, 0),
+                             (1, 0, 1), (-1, 0, -1),
+                             (1, 0, -1), (-1, 0, 1),
+                             (0, 1, 1), (0, -1, -1),
+                             (0, 1, -1), (0, -1, 1)),
+            'premnath': ((0, 0, 0),
+                         (1, 0, 0), (-1, 0, 0), (0, 1, 0), (0, -1, 0), (0, 0, 1), (0, 0, -1),
+                         (1, 1, 0), (-1, 1, 0), (1, -1, 0), (-1, -1, 0),
+                         (1, 0, 1), (-1, 0, 1), (1, 0, -1), (-1, 0, -1),
+                         (0, 1, 1), (0, -1, 1), (0, 1, -1), (0, -1, -1)),
+        },
+        'D3Q27': {
+            'walberla': ((0, 0, 0),
+                         (0, 1, 0), (0, -1, 0), (-1, 0, 0), (1, 0, 0), (0, 0, 1), (0, 0, -1),
+                         (-1, 1, 0), (1, 1, 0), (-1, -1, 0), (1, -1, 0),
+                         (0, 1, 1), (0, -1, 1), (-1, 0, 1), (1, 0, 1),
+                         (0, 1, -1), (0, -1, -1), (-1, 0, -1), (1, 0, -1),
+                         (1, 1, 1), (-1, 1, 1), (1, -1, 1), (-1, -1, 1), (1, 1, -1), (-1, 1, -1), (1, -1, -1),
+                         (-1, -1, -1)),
+            'premnath': ((0, 0, 0),
+                         (1, 0, 0), (-1, 0, 0), (0, 1, 0), (0, -1, 0), (0, 0, 1), (0, 0, -1),
+                         (1, 1, 0), (-1, 1, 0), (1, -1, 0), (-1, -1, 0),
+                         (1, 0, 1), (-1, 0, 1), (1, 0, -1), (-1, 0, -1),
+                         (0, 1, 1), (0, -1, 1), (0, 1, -1), (0, -1, -1),
+                         (1, 1, 1), (-1, 1, 1), (1, -1, 1), (-1, -1, 1),
+                         (1, 1, -1), (-1, 1, -1), (1, -1, -1), (-1, -1, -1)),
+            'fakhari': ((0, 0, 0),
+                        (1, 0, 0), (-1, 0, 0), (0, 1, 0), (0, -1, 0), (0, 0, 1), (0, 0, -1),
+                        (1, 1, 1), (-1, 1, 1), (1, -1, 1), (-1, -1, 1),
+                        (1, 1, -1), (-1, 1, -1), (1, -1, -1), (-1, -1, -1),
+                        (1, 1, 0), (-1, 1, 0), (1, -1, 0), (-1, -1, 0),
+                        (1, 0, 1), (-1, 0, 1), (1, 0, -1), (-1, 0, -1), (0, 1, 1), (0, -1, 1), (0, 1, -1),
+                        (0, -1, -1)),
         }
+    }
 
-        try:
-            return predefined_stencils[stencil][ordering]
-        except KeyError:
-            err_msg = ""
-            for stencil, ordering_names in predefined_stencils.items():
-                err_msg += "  %s: %s\n" % (stencil, ", ".join(ordering_names.keys()))
+    try:
+        return predefined_stencils[stencil][ordering]
+    except KeyError:
+        err_msg = ""
+        for stencil, ordering_names in predefined_stencils.items():
+            err_msg += "  %s: %s\n" % (stencil, ", ".join(ordering_names.keys()))
 
-            raise ValueError("No such stencil available. "
-                             "Available stencils: <stencil_name>( <ordering_names> )\n" + err_msg)
+        raise ValueError("No such stencil available. "
+                         "Available stencils: <stencil_name>( <ordering_names> )\n" + err_msg)
diff --git a/lbmpy_tests/test_weights.py b/lbmpy_tests/test_weights.py
new file mode 100644
index 0000000000000000000000000000000000000000..ddff7d2a833a45969619450464a8002a5bc6f852
--- /dev/null
+++ b/lbmpy_tests/test_weights.py
@@ -0,0 +1,31 @@
+import pytest
+from lbmpy.creationfunctions import create_lb_method, LBMConfig
+from lbmpy.enums import Method, Stencil
+from lbmpy.maxwellian_equilibrium import get_weights
+from lbmpy.stencils import LBStencil
+
+
+def compare_weights(method, maxwellian_moments, stencil_name):
+    stencil = LBStencil(stencil_name)
+    hardcoded_weights = get_weights(stencil)
+
+    method = create_lb_method(LBMConfig(stencil=stencil, method=method, maxwellian_moments=maxwellian_moments))
+    weights = method.weights
+
+    for i in range(len(weights)):
+        assert hardcoded_weights[i] == weights[i]
+
+
+@pytest.mark.parametrize('method', [Method.SRT, Method.TRT])
+@pytest.mark.parametrize('maxwellian_moments', [False, True])
+@pytest.mark.parametrize('stencil_name', [Stencil.D2Q9, Stencil.D3Q7])
+def test_weight_calculation(method, maxwellian_moments, stencil_name):
+    compare_weights(method, maxwellian_moments, stencil_name)
+
+
+@pytest.mark.parametrize('method', [Method.MRT, Method.CENTRAL_MOMENT])
+@pytest.mark.parametrize('maxwellian_moments', [False, True])
+@pytest.mark.parametrize('stencil_name', [Stencil.D3Q15, Stencil.D3Q19, Stencil.D3Q27])
+@pytest.mark.longrun
+def test_weight_calculation_longrun(method, maxwellian_moments, stencil_name):
+    compare_weights(method, maxwellian_moments, stencil_name)
\ No newline at end of file