From 6e22191d3c6cb44b26fd485c48c1bb41983ad385 Mon Sep 17 00:00:00 2001 From: Domagoj Fijan Date: Fri, 29 Sep 2023 18:44:02 -0400 Subject: [PATCH] apply suggestions from code review --- examples/Smectic.ipynb | 11028 ++++++++++++++++++++------------------- 1 file changed, 5520 insertions(+), 5508 deletions(-) diff --git a/examples/Smectic.ipynb b/examples/Smectic.ipynb index 2e1cc88..02eb69d 100644 --- a/examples/Smectic.ipynb +++ b/examples/Smectic.ipynb @@ -4,19 +4,84 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "# Smectic phases and smectic order parameter\n", + "# Calculating Smectic Order Parameters\n", + "In systems with nematic (orientational) many other types of phases can exist. When position in exactly one dimension is ordered alongside orientations we get smectic phases. There are many different types of smectic phases. The simplest one of them is called smectic A. In smectic A phase the particles are organized in layers and layer surface normal is aligned with nematic director. The phase in which layer director does not align with particle's long axes is called smectic C phase. We shall focus on smecitc A phase in this tutorial. First lets construct a system with perfect smectic and nematic order. To do this particles must be placed in layers, meaning that their z-height is restricted but position in the xy plane is randomized. We set all the orientations to align with z axis. We start by importing relevant modules and writing helper functions for randomization of orientations and system construction." + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "import freud\n", + "import matplotlib.pyplot as plt\n", + "import numpy as np\n", + "import rowan\n", "\n", - "In systems with nematic (orientational) many other types of phases can exist. When position in exactly one dimension is ordered alongside orientations we get smectic phases. There are many different types of smectic phases. The simplest one of them is called smectic A. In smectic A phase the particles are organized in layers and layer surface normal is aligned with nematic director. The phase in which layer director does not align with particle's long axes is called smectic C phase. We shall focus on smecitc A phase in this tutorial. First lets construct a system with perfect smectic and nematic order. To do this particles must be placed in layers, meaning that their z-height is restricted but position in the xy plane is randomized. We set all the orientations to align with z axis. " + "def randomize_orientations(orientations, perturbation_magnitude):\n", + " randomized_orientations = []\n", + " for orientation in orientations:\n", + " phi = np.random.uniform(0, 2 * np.pi)\n", + " costheta = np.random.uniform(-1, 1)\n", + " theta = np.arccos(costheta)\n", + "\n", + " perturbation = (\n", + " np.array(\n", + " [\n", + " np.sin(theta) * np.cos(phi),\n", + " np.sin(theta) * np.sin(phi),\n", + " np.cos(theta),\n", + " ]\n", + " )\n", + " * perturbation_magnitude\n", + " )\n", + "\n", + " new_orientation = orientation + perturbation\n", + " # Normalize the new orientation vector to maintain unit length\n", + " new_orientation /= np.linalg.norm(new_orientation)\n", + " randomized_orientations.append(new_orientation)\n", + " return np.array(randomized_orientations)\n", + "\n", + "\n", + "def generate_smectic_a_positions(\n", + " num_particles, box_size, layer_thickness, particle_radius\n", + "):\n", + " particles_per_layer = int(num_particles // (box_size / layer_thickness))\n", + " num_layers = int(num_particles / particles_per_layer)\n", + "\n", + " positions = []\n", + "\n", + " for layer in range(num_layers):\n", + " z = layer * layer_thickness + layer_thickness / 2\n", + " particles_in_layer = 0\n", + "\n", + " while particles_in_layer < particles_per_layer:\n", + " x = np.random.uniform(particle_radius, box_size - particle_radius)\n", + " y = np.random.uniform(particle_radius, box_size - particle_radius)\n", + "\n", + " position = np.array([x, y, z])\n", + " positions.append(position)\n", + " particles_in_layer += 1\n", + "\n", + " return np.array(positions[:num_particles])\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Next we construct the system using the above helper functions." ] }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 2, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", 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np.arccos(costheta)\n", - "\n", - " perturbation = (\n", - " np.array(\n", - " [\n", - " np.sin(theta) * np.cos(phi),\n", - " np.sin(theta) * np.sin(phi),\n", - " np.cos(theta),\n", - " ]\n", - " )\n", - " * perturbation_magnitude\n", - " )\n", - "\n", - " new_orientation = orientation + perturbation\n", - " # Normalize the new orientation vector to maintain unit length\n", - " new_orientation /= np.linalg.norm(new_orientation)\n", - " randomized_orientations.append(new_orientation)\n", - " return np.array(randomized_orientations)\n", - "\n", - "\n", - "def generate_smectic_a_positions(\n", - " num_particles, box_size, layer_thickness, particle_radius\n", - "):\n", - " particles_per_layer = int(num_particles // (box_size / layer_thickness))\n", - " num_layers = int(num_particles / particles_per_layer)\n", - "\n", - " positions = []\n", - "\n", - " for layer in range(num_layers):\n", - " z = layer * layer_thickness + layer_thickness / 2\n", - " particles_in_layer = 0\n", - "\n", - " while particles_in_layer < particles_per_layer:\n", - " x = np.random.uniform(particle_radius, box_size - particle_radius)\n", - " y = np.random.uniform(particle_radius, box_size - particle_radius)\n", - "\n", - " position = np.array([x, y, z])\n", - " positions.append(position)\n", - " particles_in_layer += 1\n", - "\n", - " return np.array(positions[:num_particles])\n", - "\n", - "\n", "N = 600\n", "box_size = 10\n", "layer_thickness = 3.34\n", @@ -19118,7 +19130,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.11.3" + "version": "3.10.8" } }, "nbformat": 4,