{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "from lbmpy.session import *\n",
    "from pystencils.timeloop import TimeLoop\n",
    "from pystencils import Target"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Tutorial 07: Coupling two LBM simulations for thermal simulations\n",
    "\n",
    "In this notebook we demonstrate how to run a thermal lattice Boltzmann simulation.\n",
    "We use a separate set of distribution functions to solve the advection-diffusion equation for the temperature.\n",
    "The zeroth moment of these additional pdfs corresponds to temperature. \n",
    "\n",
    "The thermal LB step is coupled to the normal hydrodynamic LB scheme using the Boussinesq approximation. The force on the liquid is proportional to the relative temperature. The hydrodynamic LB method computes the fluid velocity which in turn enters the thermal scheme, completing the two-way coupling.\n",
    "\n",
    "To set this up in *lbmpy* we create first a `data handling` object and create an array to store the temperature."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "domain_size = (50, 50, 50)\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)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Next, we define how to compute the local force from the temperature field:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "force = sp.Matrix([0, temperature_field.center * 3e-4, 0])"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Now, we can create both LB steps. \n",
    "\n",
    "The coupling is created by passing the following parameters to the hydrodynamic step,\n",
    "\n",
    "- `compute_velocity_in_every_step`: usually the velocity is not computed/stored in every time step, only for output and plotting reasons. In the coupled algorithm we have to make sure that after every time step the current velocity is stored in an array, since it enters the thermal LB scheme.\n",
    "- `force`: we can simply pass our sympy expression for the force here, as long as the `LatticeBoltzmannStep` operates on a data handling that stores the fields that are referenced in the expression. This is why we have to create the data handling first and pass it to both Step objects\n",
    "\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",
    "- `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."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "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', stencil=LBStencil(Stencil.D3Q19),\n",
    "                                    relaxation_rate=1.8,\n",
    "                                    compute_velocity_in_every_step=True,\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",
    "                                    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 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": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
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AAAAAAAAAAAAAAAAYgYY+AAAAAAAAAAAAAAAAABiBhj4AAAAAAAAAAAAAAAAAGIGGPgAAAAAAAAAAAAAAAAAYgYY+AAAAAAAAAAAAAAAAABiBhj4AAAAAAAAAAAAAAAAAGIGGPgAAAAAAAAAAAAAAAAAYgYY+AAAAAAAAAAAAAAAAABiBhj4AAAAAAAAAAAAAAAAAGIGGPgAAAAAAAAAAAAAAAAAYwf8HGCgyyz8MxAUAAAAASUVORK5CYII=",
      "text/plain": [
       "<Figure size 4000x1000 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "add_box_boundary(hydro_step.boundary_handling)\n",
    "add_box_boundary(thermal_step.boundary_handling)\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, make_slice[:, :, domain_size[2] // 2])\n",
    "plt.subplot(1, 2, 2)\n",
    "plt.title(\"Thermal\")\n",
    "plt.boundary_handling(thermal_step.boundary_handling, make_slice[:, :, domain_size[2] // 2])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "def run(time_steps):\n",
    "    hydro_step.pre_run()\n",
    "    thermal_step.pre_run()\n",
    "    for t in range(time_steps):\n",
    "        hydro_step.time_step()\n",
    "        thermal_step.time_step()\n",
    "    hydro_step.post_run()\n",
    "    thermal_step.post_run()\n",
    "    hydro_step.time_steps_run += time_steps\n",
    "    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,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.image.AxesImage at 0x7fcf40041ca0>"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 3200x1000 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(16, 5), dpi=200)\n",
    "plt.subplot(1, 2, 1)\n",
    "plt.scalar_field(thermal_step.density[:, :, domain_size[2] // 2])\n",
    "plt.subplot(1, 2, 2)\n",
    "plt.vector_field_magnitude(hydro_step.velocity[:, :, domain_size[2] // 2])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.quiver.Quiver at 0x7fcf2c6fdb80>"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1152x432 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "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 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.9.7"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}