{ "cells": [ { "cell_type": "markdown", "id": "a317763b", "metadata": {}, "source": [ "# Advanced Heating and Cooling Settings\n", "\n", "This notebook demonstrates how to control individual heating and cooling mechanisms in UCLCHEM using the `HeatingSettings` class. We'll:\n", "\n", "1. Run a baseline model with all mechanisms enabled\n", "2. Analyze which heating and cooling processes dominate\n", "3. Disable the most important mechanisms\n", "4. Compare the results to understand their impact\n", "\n", "This is useful for understanding which physical processes drive the thermal evolution in your model." ] }, { "cell_type": "code", "execution_count": 1, "id": "384aa993", "metadata": { "execution": { "iopub.execute_input": "2026-06-19T14:31:51.214348Z", "iopub.status.busy": "2026-06-19T14:31:51.214184Z", "iopub.status.idle": "2026-06-19T14:31:51.990465Z", "shell.execute_reply": "2026-06-19T14:31:51.989422Z" } }, "outputs": [], "source": [ "import os\n", "\n", "import matplotlib.pyplot as plt\n", "\n", "import uclchem\n", "from uclchem import advanced\n", "\n", "# Ensure output directory exists\n", "os.makedirs(\"../examples/test-output\", exist_ok=True)" ] }, { "cell_type": "markdown", "id": "eca678b3", "metadata": {}, "source": [ "## Step 1: Run Baseline Model with All Mechanisms\n", "\n", "First, let's run a standard cloud model with all heating and cooling mechanisms enabled and retrieve detailed rate information." ] }, { "cell_type": "code", "execution_count": 2, "id": "b48bc118", "metadata": { "execution": { "iopub.execute_input": "2026-06-19T14:31:51.992557Z", "iopub.status.busy": "2026-06-19T14:31:51.992244Z", "iopub.status.idle": "2026-06-19T14:32:02.477075Z", "shell.execute_reply": "2026-06-19T14:32:02.476102Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Running baseline model with all heating/cooling mechanisms enabled...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Baseline model completed with flag: -1\n", "Error: Model failed to complete\n" ] } ], "source": [ "# Define model parameters for a molecular cloud\n", "param_dict = {\n", " \"initialDens\": 1e4, # Initial density (cm^-3)\n", " \"initialTemp\": 10.0, # Initial temperature (K)\n", " \"finalTime\": 1.0e6, # Final time (years)\n", " \"baseAv\": 10.0, # Visual extinction\n", " \"rout\": 0.1, # Outer radius (pc)\n", " \"freefall\": False, # Keep constant density\n", " \"heatingFlag\": True, # Enable heating (default)\n", "}\n", "\n", "# Run the baseline model with all mechanisms enabled\n", "print(\"Running baseline model with all heating/cooling mechanisms enabled...\")\n", "cloud_full = uclchem.model.Cloud(param_dict=param_dict)\n", "\n", "# Extract all data from the model object in one call\n", "physics_full, abundances_full, rate_constants_full, heating_full = cloud_full.get_dataframes(\n", " joined=False, with_rate_constants=True, with_heating=True\n", ")\n", "start_abund = cloud_full.next_starting_chemistry_array\n", "flag_full = 0 if cloud_full.has_attr(\"_data\") else -1\n", "\n", "print(f\"Baseline model completed with flag: {flag_full}\")\n", "if flag_full == 0:\n", " print(\n", " f\"Temperature range: {physics_full['gasTemp'].min():.2f} - {physics_full['gasTemp'].max():.2f} K\"\n", " )\n", " print(f\"Final temperature: {physics_full['gasTemp'].iloc[-1]:.2f} K\")\n", "else:\n", " print(\"Error: Model failed to complete\")" ] }, { "cell_type": "markdown", "id": "b786ebf4", "metadata": {}, "source": [ "## Step 2: Identify the Most Important Heating and Cooling Processes\n", "\n", "Let's analyze the heating DataFrame to determine which heating and cooling mechanisms contribute the most." ] }, { "cell_type": "code", "execution_count": 3, "id": "fcaddabd", "metadata": { "execution": { "iopub.execute_input": "2026-06-19T14:32:02.479287Z", "iopub.status.busy": "2026-06-19T14:32:02.478891Z", "iopub.status.idle": "2026-06-19T14:32:02.489098Z", "shell.execute_reply": "2026-06-19T14:32:02.488261Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Found 10 heating processes\n", "Found 12 cooling processes\n", "\n", "======================================================================\n", "TOP 5 HEATING PROCESSES (by integrated absolute contribution)\n", "======================================================================\n", "1. CosmicRay Heating 7.42e-23 erg cm⁻³ s⁻¹ yr\n", "2. GasGrainCollisions Heating 1.02e-23 erg cm⁻³ s⁻¹ yr\n", "3. H2Formation Heating 3.88e-26 erg cm⁻³ s⁻¹ yr\n", "4. PhotoelectricBakes Heating 7.59e-33 erg cm⁻³ s⁻¹ yr\n", "5. Turbulent Heating 6.06e-38 erg cm⁻³ s⁻¹ yr\n", "\n", "======================================================================\n", "TOP 5 COOLING PROCESSES (by integrated absolute contribution)\n", "======================================================================\n", "1. MolecularLine Cooling 2.50e-22 erg cm⁻³ s⁻¹ yr\n", "2. C Line Cooling 1.26e-22 erg cm⁻³ s⁻¹ yr\n", "3. O Line Cooling 7.75e-23 erg cm⁻³ s⁻¹ yr\n", "4. CO Line Cooling 2.10e-23 erg cm⁻³ s⁻¹ yr\n", "5. C+ Line Cooling 1.78e-23 erg cm⁻³ s⁻¹ yr\n", "\n", "Most important heating: CosmicRay Heating\n", "Most important cooling: MolecularLine Cooling\n" ] } ], "source": [ "# Extract heating and cooling columns\n", "heating_cols = [col for col in heating_full.columns if col.endswith(\"Heating\")]\n", "cooling_cols = [col for col in heating_full.columns if col.endswith(\"Cooling\")]\n", "\n", "print(f\"Found {len(heating_cols)} heating processes\")\n", "print(f\"Found {len(cooling_cols)} cooling processes\")\n", "\n", "# Calculate the total integrated contribution of each process over the entire simulation\n", "# Use absolute value to capture magnitude regardless of sign\n", "heating_importance = {}\n", "for col in heating_cols:\n", " # Sum the absolute values over time to get total contribution\n", " total_contribution = heating_full[col].abs().sum()\n", " heating_importance[col] = total_contribution\n", "\n", "cooling_importance = {}\n", "for col in cooling_cols:\n", " total_contribution = heating_full[col].abs().sum()\n", " cooling_importance[col] = total_contribution\n", "\n", "# Sort by importance\n", "heating_sorted = sorted(heating_importance.items(), key=lambda x: x[1], reverse=True)\n", "cooling_sorted = sorted(cooling_importance.items(), key=lambda x: x[1], reverse=True)\n", "\n", "# Display top 5 heating processes\n", "print(\"\\n\" + \"=\" * 70)\n", "print(\"TOP 5 HEATING PROCESSES (by integrated absolute contribution)\")\n", "print(\"=\" * 70)\n", "for i, (process, contribution) in enumerate(heating_sorted[:5], 1):\n", " process_name = process.replace(\"Heating_\", \"\")\n", " print(f\"{i}. {process_name:40s} {contribution:.2e} erg cm⁻³ s⁻¹ yr\")\n", "\n", "# Display top 5 cooling processes\n", "print(\"\\n\" + \"=\" * 70)\n", "print(\"TOP 5 COOLING PROCESSES (by integrated absolute contribution)\")\n", "print(\"=\" * 70)\n", "for i, (process, contribution) in enumerate(cooling_sorted[:5], 1):\n", " process_name = process.replace(\"Cooling_\", \"\").replace(\"LineCooling_\", \"\")\n", " print(f\"{i}. {process_name:40s} {contribution:.2e} erg cm⁻³ s⁻¹ yr\")\n", "\n", "# Store the most important ones for later\n", "top_heating_process = heating_sorted[0][0] if heating_sorted else None\n", "top_cooling_process = cooling_sorted[0][0] if cooling_sorted else None\n", "\n", "print(f\"\\nMost important heating: {top_heating_process}\")\n", "print(f\"Most important cooling: {top_cooling_process}\")" ] }, { "cell_type": "markdown", "id": "7f7c25c0", "metadata": {}, "source": [ "## Step 3: Visualize the Dominant Processes\n", "\n", "Let's plot the time evolution of the most important heating and cooling processes." ] }, { "cell_type": "code", "execution_count": 4, "id": "7ba3fded", "metadata": { "execution": { "iopub.execute_input": "2026-06-19T14:32:02.491185Z", "iopub.status.busy": "2026-06-19T14:32:02.490985Z", "iopub.status.idle": "2026-06-19T14:32:03.126219Z", "shell.execute_reply": "2026-06-19T14:32:03.125326Z" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/tmp/ipykernel_3713/4153037787.py:33: UserWarning: The figure layout has changed to tight\n", " plt.tight_layout()\n" ] }, { "data": { "image/png": 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73tG7u99VtcUpOdLaPcZu2GUzbAHPdsMuq2H1b7dst1vtchgO2a12RVmj/O0Oq0MOq8O33bTfsDSFb/KFbxaLJaDNv22xyJAhq8UqWSSrxRqyj3+MFqGeYTGCXgMAAISTxWJRTkKOchJyNHfYXLk8Lq0tWatP93+q1UWrAwJAQ4amDZjWjdX2fYR+6H9sDil3RndXga5mmnJFFUlZWfxoCfQ0XJ9Az8X1CfRcpimPWSRlcH0eqZK6Er25600tzV+qRk9jq/2y47I1f/h8nTjwRDmsDn+IBgAAgKNnt9o1dcBUTR0wVY2eRq0uWq1P93+qVftWaXz6eCVFJXV3iX1aWEI/t9utV155xf/6ggsu8G8///zz+vWvf629e/fquOOO05/+9CedcMIJ4SgDAAAAAAD0E3lVeXpt52v6dN+n8srbar+RySN17ohzNXXAVGbCAQAAhFGUNUonDjxRM7JnKC87T1FJUd1dUp8XltBv+fLluvDCC/2vTdOUJC1dulTf/e53/a9Xrlyp008/XRs2bNDgwYPDUQoAAAAAAOijTNPUpoOb9NqO17S2ZG2bfadkTNGCkQt0TOoxzOgDAACIsGhrtLLisrq7jD4vLKHfSy+9pPj4eD3yyCM6//zz/e333HOPTNPUxIkTdcstt6ioqEh33HGHHnnkET3yyCPhKAUAAAAAAPQxXtOrLw58odd2vqYdFTta7WfI0EmDTtK5I87VkMQhEawQAAAAiLywhH6ff/65HnroIV199dX+tqKiIq1YsUIOh0NvvPGGcnNzJUnJycn63e9+F44yAAAAAABAH+LyuPRhwYd6fdfrKqwtbLVflDVKc3Lm6Jzh5ygjNiOCFQIAAADdJyyh3969e7Vw4cKAtiVLlsg0TS1YsMAf+EnS2WefrR/+8IfhKAMAAAAAAPQBta5avZ/3vt7e/bYqGita7ZfgSNDcoXN11tCzlOBIiFyBAAAAQA8QltCvvr5eiYmJAW1vv/22JAXc60/yzfTzeDzhKAMAAAAAAPRipfWlemvXW/pg7wdq8DS02i8zJlPnjDhHp+acqihrVAQrBAAAAHqOsIR+gwcP1saNGzV16lRJUllZmV5++WXZ7XadddZZAX3z8/M1YMCAcJQBAAAAAAB6oT2Ve/TGrjf06f5P5TFb/4vCQxKHaMGIBZqRPUNWwxrBCgEAAICeJyyh34wZM3TzzTfr6aefVnR0tK6//nrV1dXpggsuCJoB+Pe//12DBw8ORxkAAAAAAKCXME1TG0o36LWdr2ld6bo2+05Im6BzR56rSemTZLFYIlQhAAAA0LOFJfT76U9/qmOPPVYjRozwt1mtVv30pz/1v16yZIleffVV/fnPf9Ztt90WjjIAAAAAAEAP5/F69FnhZ3p95+vaU7Wn1X6GDE3Pnq75I+ZrRPKIVvsBAAAA/VVYQr9Jkybp+eef14033qjCwkIlJSXpkUce0YwZM/x9zjjjDP/2woULw1EGAAAAAADooerd9Vq6d6ne2v2WSutLW+3nMBw6NfdUnTPsHGXFZUWwQgAAAKB3CUvoJ0mLFi3SRRddpLKyMqWlpQUtt7F7927/9tChQ8NVBgAAAAAA6EEqGir0zp539H7e+6px1bTaL9GRqLOGnqUzh56pREdiq/0AAAAA+IQt9JMki8Wi9PT0kPsI+gAAAAAA6D/21ezTGzvf0If7PpTb626134DYAZo3Yp5mD54th9URwQoBAACA3i2soR8AAAAAAOjfth7cqld3vqqvir5qs9+o5FGaP2K+pg6YKsNiRKg6AAAAoO8g9AMAAAAAAF3Ka3r15YEv9fqu17WtfFubfY/POl7njjhXY1LGBN0aBAAAAEDHEfoBAAAAAIAu4fQ49WHBh3pj1xsqrC1stZ/NsGnWoFmaN3yeBicMjmCFAAAAQN9F6AcAAAAAADql2lmt9/a8p3f2vKMqZ1Wr/eLscTpjyBmaO3SuUqJTIlghAAAA0PcR+gEAAAAAgKNSXFesN3a9oeX5y9XoaWy1X3pMur457JuakztHMbaYyBUIAAAA9COEfgAAAAAA4Ijsqtil13e9rs/3fy6vvK32G5I4RPOHz9eJA0+UzeAnCAAAACCc+C9uAAAAAADQLtM09XXJ13pt52vaWLaxzb4T0yfq3BHnamL6RFkslghVCAAAAPRvhH4AAAAAAKBVLq9Ln+77VK/vel351fmt9jNk6KRBJ2n+8PkamjQ0cgUCAAAAkBTG0K+4uFhFRUUaN26crFZruE4DAAAAAEDE1Dhr1OBpkMfrkdf0yiuvvF6vPGbTa7PFdot9pkx5vB55TI9/f/Nrr+mV23T7x/SYHnm8HlVWViqhMkGmTEmS1/Qto2nK9G83t5um6e9nmqZ/yc3mdtM8NEZTi3z/bwaM23Kc5r7by7frYMPBVj+TaGu05uTO0TnDz1F6THoXf+IAAAAAOqrToZ/L5dJdd92ljRs36kc/+pHmzJmjW265RQ8++KBM09Qxxxyj5cuXKzMzsyvqBQAAAAAg7JwepwqqC5RXlae91XuVX52vvVV7VemsjFgNLpdLdrs9Yuc7UslRyZo7dK7OGHKG4h3x3V0OAAAA0O91OvS74447dP/990uS3n//fb3wwgt64IEHdNxxxyk6OlqfffaZHnzwQT388MOdLhYAAAAAgK7kNb0qritWfnX+oYCvKl8Hag/4Z8sh0KD4QZo3fJ5mDZolu7XnhpIAAABAf9Pp0O8///mPbr75Zl1//fW655579JOf/ES/+c1v9Mtf/lKS9Mgjj+hvf/sboR8AAAAAoFtVO6v9oV5zwFdQXaAGT0N3l9YrHJN6jOYNn6fjso6TYTG6uxwAAAAAh+l06FdQUKDbbrtNSUlJuvPOOzV06FBdffXV/v2XX365fv3rX3f2NAAAAAAAtMnlcam8sVzlDeWqbKxUeWO5SutL/QFfeUN52M5tyJBhGL5niyGrYfVvN7dbLVZZDavv2WKVYRiHti2GbIbNv21YDNXX1SsuLk4Wi0WGDFksFkmSRRZZLJag5+Z9hsWQRU2vD+/Xom9zv5DjNm9bLHIYDk1In6ARySPC9vkBAAAA6LxOh34JCQnyeDySpJycHE2ePFnp6Ydu3G2z2Xr0PQgAAAAAAD2XaZqqcdWoorFCFQ0VKm8s929XNAY+al21XXpuiyzKis1SbmKuchJyNCRxiHITcpUUleQL9Sy+0K5lcNZVTNNUUVGRsrKyunxsAAAAAH1Tp0O/cePG6d5779VDDz0kq9WqtWvXBux/6aWXNHTo0M6eBgAAAADQh7g8LlU6K1XeUB4Y3jUFe5WNlf4Ze27THfZ6EuwJyk3MVW5Crv95cMJgRduiw35uAAAAAOgKnQ795s+fr5/97Gd66qmnVFlZGbDv29/+tv73v//p5z//eWdPAwAAAAD9gmmacnvdcptuub1umTJlmqZ/n///mtuatk2ZHR4/qK0Tx4biNt2qbKxURWNFwFKbzUFeRWOFalw1HRqrq9kNuwbFDwoK+JKjkplRBwAAAKBX63Tod/PNN+vmm28Oue/iiy/Wt7/9bc2YMaOzpwEAAACAXsNrerW3aq+2lG/RjvIdqnHVyO11y+V1yeVx+QM9l8cll+nybze3o3Pshl0pUSlKjk5WSlSKBsYP9Id72XHZshrW7i4RAAAAALpcp0O/tixYsCCcwwMAAABAj+DyurSrYpe2HNzif9S567q7rD4nwZ6g5OhkJUf5HinRKf7t5vaUqBTF2GKYtQcAAACg3wlr6AcAAAAAfVG9u147yndo88HN2nxws3aU75DT6+zusnolm2E7FNw1BXlJUUm+mXotXidFJclu2Lu7XAAAAADosbo89Dtw4ICys7Plcrlks5EpAgAAAOj9qp3V/hl8m8s2a3flbnnl7e6yerR4e3zQLLyAR9PSm3H2OGblAQAAAEAXIJUDAAAAgMOU1pcGhHwFNQVHNU5mTKbGpo3VoPhBsht2/8NqWP3bNsMW8Ny8bTNsshpWGTL8oZjFYlHz/wW8bt6vwPAsVJgW1EcdCNwsh79se1yLxSLDYrQ/LgAAAACgyxD6AQAAAICk/Op8LclbotVFq1VcX3xUY+Qk5Ghs6lgdk3qMxqaOVVpMWhdXCQAAAABAaIR+AAAAAPott9etLw58offy3tOmsk1HdKzVYtWwpGH+gG9M6hglOBLCVCkAAAAAAG0j9AMAAADQ75TVl2lp/lJ9kPeByhvLO3SMw3BoVMoo/0y+USmjFG2LDnOlAAAAAAB0DKEfAAAAgH7BNE1tLNuo9/a8py8OfCGvvG32j7PHaUzKGB2TdozGpIzR8OThshv2CFULAAAAAMCRIfQDAAAA0KfVuer0YcGHei/vPe2r2ddm30RHoubkztGJ2ScqNzFXhsWIUJUAAAAAAHQOoR8AAACAPmlP5R69n/e+Pt73sRo8DW32HZ0yWmcNPUvTB0yX3cpsPgAAAABA70PoBwAAAKDPcHlcWnlgpd7b8562lm9ts2+UNUqzBs3SGUPO0NCkoZEpEAAAAACAMOny0M9ms2nEiBGyWCxdPTQAAAAAhFRaX6oleUu0dO9SVTor2+w7MG6gzhx6pmYPnq1Ye2yEKgQAAAAAILy6PPRLT0/Xjh07unpYAAAAAAjgNb1aV7JO7+W9pzVFa+SVt9W+hgxNHTBVZw49U+PTxvOXFAEAAAAAfQ7LewIAAADoVWqcNVpesFzv73lfB+oOtNk3OSpZp+WeptNyT1NaTFqEKgQAAAAAIPJ6ROh377336rbbbuvuMgAAAAD0YDsrduq9vPf0yb5P5PK62uw7Lm2czhxypqYOmCqb0SP+Zw8AAAAAAGHVI/7X7+23307oBwAAACCI0+PUZ/s/03t572lHRdu3EYi2Rmt2zmydMeQM5STkRKhCAAAAAAB6hrCGfps2bdLKlStVVlYmt9sdzlMBAAAA6EMO1B7QkrwlWpa/TDWumjb75ibk6syhZ+rkQScrxhYToQoBAAAAAOhZwhL61dXVadGiRXrjjTfCMTwAAACAPshrerWmeI3e2/Oevi75WqbMVvvaLDZNz56uM4eeqTEpY2SxWCJYKQAAAAAAPU9YQr/bbrvNH/gNGTJE6enpstlaP9XKlSvDUQYAAACAHs5relVYW6gvDnyhJXlLVFJf0mb/tOg0nTHkDJ2ac6qSo5MjUyQAAAAAAL1AWEK/F198UbNmzdK//vUv5eS0fy8N/lYuAAAA0PfVu+u1t2qv8qrylFeVpz1Ve7S3aq+cXme7x05Kn6Qzh56p4zKPk9WwRqBaAAAAAAB6l7CEfgcOHNC7777bocBPkk477bRwlAEAAACgG5imqfLGcl+wV7lHe6r2KK8qTwdqD7S5ZOfh4uxxmj14ts4ccqay47PDWDEAAAAAAL1fWEK/zMxMDRs2rMP9lyxZEo4yAAAAAISZx+vR/tr92lO5xz97b0/VHlU7q496zGFJw3TWkLN00qCTFGWN6sJqAQAAAADou8IS+s2bN08fffSRzjjjjA71v+GGG/Too4+GoxQAAAAAXaTOVae91Xt9wV5TyJdfnS+X19XpsVOiUjQpY5LOGHKGRiaP5BYAAAAAAAAcobCEfnfffbcWLlyoqKgofeMb32i3/x/+8AdCPwAAAKCHME1TZQ1l/mCveQZfUV1Rp8c2ZGhg/EANTRqqoYlDNSRxiIYkDlFSVFIXVA4AAAAAQP8VtuU9//73v2v69OlKT0/X5MmTlZycLMMwwnE6AAAAAEfJ4/UoryrPN4OvxRKdNa6aTo8dbY3W0CRfsNcc8OUk5MhhdXRB5QAAAAAAoKWwhH55eXmaM2eOqqqqVFVVpV27doXjNAAAAACOgmmaWp6/XO/lvaedZTtlsXV+Kc206LSg2XuZsZkyLPzFPwAAAAAAIiEsod+vf/1rFRYWKj09XVOnTlVaWpqsVmur/Z999tlwlAEAAADgMC6PS4+ve1wf7ftIkuQ23bLL3uHjrRarBscP1pCkIQEz+BIcCeEqGQAAAAAAdEBYQr8lS5bou9/9rp566ik5HO0v3UPoBwAAAIRfeUO5Hv7yYe2o2NGh/rG22IBgb2jSUA2OHyy7teMhIQAAAAAAiIywhH6lpaW69957OxT4SdIPfvCDcJQBAAAAoMnOip166MuHVN5QHnJ/ZkymchNzA5bozIjJkMXS+aU/AQAAAABA+IUl9Bs8eLAyMjI63P9Pf/pTOMoAAAAAIOmTfZ/or1//VS6vK6A92hqt7w75rk4ZfYoSolieEwAAAACA3swIx6CXXHKJXnnllQ73nzt3bjjKAAAAAPo1r+nV4i2L9cc1fwwK/DJjM3XvzHs1NWOq4h3x3VQhAAAAAADoKmGZ6Xfrrbfq/PPPV01NjS655BLFxcW12f/dd98NRxkAAABAv1Xvrtef1vxJXxZ9GbRvXNo43XT8TYq3x6uorqgbqgMAAAAAAF0tLKHfaaedJpfLpWuvvVY//OEPNXLkSCUnJ8swwjKxEAAAAEALxXXFevCLB5VfnR+074whZ+jy8ZfLZthkmmY3VAcAAAAAAMIhLKHfJ5984t92uVzavHlzOE4DAAAA4DCbyjbpkS8fUbWrOqDdarHq8vGX68yhZ3ZTZQAAAAAAIJzCEvpJ0j333NPhvrfffnu4ygAAAAD6jSV5S/T3DX+Xx/QEtMfb43XT8TdpfPr4bqoMAAAAAACEW9hCv9tuu63DfQn9AAAAgKNnmqb+s/U/emnHS0H7BscP1s+n/lxZcVndUBkAAAAAAIiUsIR+3/ve946o/x133BGOMgAAAIA+z2t69ezGZ/XOnneC9h2fdbx+OOWHirXHdkNlAAAAAAAgksIS+j3zzDNH1P/OO+8MRxkAAABAn+bxevT/1v0/LS9YHrRv4ciFWjRmkQyLEfnCAAAAAABAxHXbLwC7du3qrlMDAAAAvZ7L49IfVv8hKPCzyKJrJl2ji8deTOAHAAAAAEA/EpZfAfLy8jR48GD/I5SRI0dq3rx5Ki0tDUcJAAAAQJ/V6GnUQ18+pJUHVga0Wy1W/fjYH+u03NO6qTIAAAAAANBdwhL6vfbaa9q3b58k6cILLwzZ56KLLtLSpUt18sknq7KyMhxlAAAAAH1OnatO96+8X1+XfB3QbjfsuvmEm3XSoJO6qTIAAAAAANCdwhL6vf3225oxY4Y2bNig3//+9yH7LF68WF9//bVcLpceeuihcJQBAAAA9ClVzird8/k92nxwc0B7tDVav5z+Sx2XdVw3VQYAAAAAALpbWEK/nTt36v7771dycnKb/UaNGqVHHnlEL7/8cjjKAAAAAPqMgw0Hddend2lXZeC9sePt8bp9xu0anza+myoDAAAAAAA9gS0cg+7fv1/HHntsh/rOmjVLu3btar8jAAAA0E8V1Rbp3s/vVXF9cUB7kiNJt824TbmJud1UGQAAAAAA6CnCEvp5PB4ZRscmEdpsNlmt1nCUAQAAAPR6+dX5um/lfSpvKA9oT49J123Tb1N2fHY3VQYAAAAAAHqSsCzvOWTIEL355psd6vvmm29qyJAh4SgDAAAA6NV2VezSXZ/eFRT4Zcdl666T7iLwAwAAAAAAfmEJ/c4++2z9+Mc/1qefftpmv48//lg/+clPdPbZZ4ejDAAAAKDX2ly2WXd/freqXdUB7UMSh+iuk+5Sekx6N1UGAAAAAAB6orAs73nTTTfpySef1Mknn6xZs2Zp9uzZGjJkiGJiYlRfX6+8vDwtX75cH330kRITE3XTTTeFowwAAACgV1pbvFa/+/J3cnqdAe2jkkfplmm3KN4R302VAQAAAACAniosod/gwYP173//WxdccIE+/PBDffjhhyH7xcXF6b///a8GDhwYjjIAAACAXmdV4Sr9YfUf5DbdAe0T0ibo5qk3K8YW002VAQAAAACAniwsy3tKviU+V61apQULFshutwfss9vtOu+88/Tll1/qzDPPDFcJAAAAQK/y5YEv9ejqR4MCv+Ozjtct024h8AMAAAAAAK0Ky0y/ZuPHj9crr7yi2tpabd68WZWVlUpKStIxxxyjuLi4cJ4aAAAA6FW+Lvlav1/9e3lMT0D7zIEz9f0p35fNCOt/ugMAAAAAgF4uIr8cxMXF6YQTTojEqQAAAIBeZ1PZJj38xcNyewNn+J2We5qumniVDEvYFugAAAAAAAB9BL8eAAAAAN1o68GtemDVA3J6nQHtp+ScQuAHAAAAAAA6jF8QAAAAgG6yq3KXfrvqt2rwNAS0zxw4U9dOupbADwAAAAAAdBi/IgAAAADdIL8qX7/5/Deqc9cFtE8bME3fn/J9Aj8AAAAAAHBE+CUBAAAAiLD9Nft1z+f3qNpVHdA+JWOKfnzsj2UzInLrbQAAAAAA0IcQ+gEAAAARVFRbpHs+v0eVzsqA9glpE/TTE34qu9XeTZUBAAAAAIDejNAPAAAAiJDS+lLd+/m9OthwMKB9TMoY/Wzqz+SwOrqpMgAAAAAA0NsR+gEAAAARUN5Qrns/v1fF9cUB7SOSRuiWabco2hbdTZUBAAAAAIC+gNAPAAAACLPKxkrd+/m9KqwtDGgfkjhEv5r+K8XaY7upMgAAAAAA0FeEJfQ7/fTTwzEsAAAA0OvUOGt038r7VFBTENA+KH6Qbp1+q+Id8d1UGQAAAAAA6EvCEvp98MEH4RgWAAAA6FXqXHW6f9X9yqvKC2jPis3SbTNuU1JUUjdVBgAAAAAA+hpbuAa+7rrrOtzXarUqNTVV06dP19y5c2Wzha0sAAAAICIa3A168IsHtaNiR0B7RkyGfn3ir5UandpNlQEAAAAAgL4obOna448/flTHjR49Wi+99JLGjx/fxRUBAAAAkeHyuPTwlw9r88HNAe0p0Sm6bcZtSo9J76bKAAAAAABAXxWW0G/RokXavn27Vq9ereTkZE2ZMkXp6emyWq1yOp0qKirS2rVrVVdXp7POOktJSUmqrKzU+vXrtW3bNp155plat26d0tLSwlEeAAAAEDYur0uPfPWI1peuD2hPciTp9hm3a0DcgG6qDAAAAAAA9GVhCf0efPBBnXTSSXr88cd1xRVXyG63B/Wpq6vTX/7yF/3jH//Qf/7zHyUmJso0Tb3yyiu67LLL9Nhjj+nOO+8MR3kAAABAWHi8Hj22+jGtLl4d0B5vj9etM27VoPhB3VQZAAAAAADo64xwDHrvvffqV7/6la655pqQgZ8kxcbG6uabb9bll1+u+++/X5JksVh03nnn6YEHHtAbb7wRjtIAAACAsPCaXv3l679o5YGVAe0xthjdOv1WDUkc0k2VAQAAAACA/iAsod/777+vb3/72x3qe+mll+qll14KaFu4cKG2b98ejtIAAACALuc1vXpi3RP6eN/HAe3R1mj9ctovNTx5eDdVBgAAAAAA+ouwhH6FhYWKiYnpUN+4uDjt3bs3oC0tLU2NjY3hKA0AAADoUqZp6tmNz2pp/tKAdrth18+n/VxjUsd0U2UAAAAAAKA/CUvoFx0draVLl7bfUdIHH3yg6OjogLb8/HxlZWWFozQAAACgy1Q2VurpjU/rnT3vBLTbDJtuPuFmjU8b302VAQAAAACA/sYWjkGnTZum66+/Xq+99pqmTJnSar8vv/xS119/vaZPnx7Q/pe//EWDBw8OR2kAAABAp3i8Hq0pXqMVBSv0VdFX8piegP1Wi1U3HHeDpmRO6Z4CAQAAAABAvxSW0O/nP/+5zjjjDB1//PE69dRTNXPmTOXm5iomJkb19fXau3evPvzwQ61YsUKmaeof//iHJOm9997Tc889p3/+85+6/fbbw1EaAAAAcFQKqgu0omCFPiz4UBWNFSH7GDL0w2N/qKkDpka2OAAAAAAA0O+FJfQ7/fTT9dBDD+nnP/+5PvjgA33wwQch+xmGoUceeURz5syRJJ111ln+fRdddFE4SgMAAAA6rM5Vp0/3f6rl+cu1vWJ7m30NGbpu8nU6aeBJkSkOAAAAAACghbCEfpJ08803a+rUqbrrrru0YsUKeb1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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, axes = plt.subplots(2, 1, figsize=(12, 10))\n", "\n", "time = heating_full[\"Time\"]\n", "\n", "# Plot top 5 heating processes\n", "axes[0].axhline(y=0, color=\"k\", linestyle=\"-\", linewidth=0.5, alpha=0.3)\n", "for process, _ in heating_sorted[:5]:\n", " label = process.replace(\"Heating_\", \"\")\n", " axes[0].plot(time, heating_full[process], label=label, linewidth=2, alpha=0.8)\n", "\n", "axes[0].set_xlabel(\"Time (years)\", fontsize=12)\n", "axes[0].set_ylabel(\"Heating Rate (erg cm⁻³ s⁻¹)\", fontsize=12)\n", "axes[0].set_xscale(\"log\")\n", "axes[0].set_yscale(\"symlog\", linthresh=1e-30)\n", "axes[0].set_title(\"Top 5 Heating Processes\", fontsize=14, fontweight=\"bold\")\n", "axes[0].legend(fontsize=10, loc=\"best\")\n", "axes[0].grid(True, alpha=0.3)\n", "\n", "# Plot top 5 cooling processes\n", "axes[1].axhline(y=0, color=\"k\", linestyle=\"-\", linewidth=0.5, alpha=0.3)\n", "for process, _ in cooling_sorted[:5]:\n", " label = process.replace(\"Cooling_\", \"\").replace(\"LineCooling_\", \"\")\n", " axes[1].plot(time, heating_full[process], label=label, linewidth=2, alpha=0.8)\n", "\n", "axes[1].set_xlabel(\"Time (years)\", fontsize=12)\n", "axes[1].set_ylabel(\"Cooling Rate (erg cm⁻³ s⁻¹)\", fontsize=12)\n", "axes[1].set_xscale(\"log\")\n", "axes[1].set_yscale(\"symlog\", linthresh=1e-30)\n", "axes[1].set_title(\"Top 5 Cooling Processes\", fontsize=14, fontweight=\"bold\")\n", "axes[1].legend(fontsize=10, loc=\"best\")\n", "axes[1].grid(True, alpha=0.3)\n", "\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "5e487d08", "metadata": {}, "source": [ "## Step 4: Introduction to HeatingSettings\n", "\n", "The `HeatingSettings` class allows you to control individual heating and cooling mechanisms. Let's explore what's available." ] }, { "cell_type": "code", "execution_count": 5, "id": "f0650083", "metadata": { "execution": { "iopub.execute_input": "2026-06-19T14:32:03.128493Z", "iopub.status.busy": "2026-06-19T14:32:03.128306Z", "iopub.status.idle": "2026-06-19T14:32:03.134101Z", "shell.execute_reply": "2026-06-19T14:32:03.133012Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "AVAILABLE HEATING MECHANISMS:\n", "======================================================================\n", " PhotoelectricBakes ✓ ACTIVE\n", " PhotoelectricWeingartner ✗ INACTIVE\n", " H2Formation ✓ ACTIVE\n", " H2Photodissociation ✓ ACTIVE\n", " H2FUVPumping ✓ ACTIVE\n", " CarbonIonization ✓ ACTIVE\n", " CosmicRay ✓ ACTIVE\n", " Turbulent ✓ ACTIVE\n", " GasGrainCollisions ✓ ACTIVE\n", "\n", "AVAILABLE COOLING MECHANISMS:\n", "======================================================================\n", " AtomicLineEmission ✓ ACTIVE\n", " H2CollisionallyInduced ✓ ACTIVE\n", " Compton ✓ ACTIVE\n", " ContinuumEmission ✓ ACTIVE\n", " MolecularLine ✓ ACTIVE\n", "\n", "Total: 9 heating mechanisms, 5 cooling mechanisms\n" ] } ], "source": [ "# Create a HeatingSettings instance\n", "settings = advanced.HeatingSettings()\n", "\n", "# Get all available heating mechanisms\n", "heating_mechanisms = settings.get_heating_modules()\n", "cooling_mechanisms = settings.get_cooling_modules()\n", "\n", "print(\"AVAILABLE HEATING MECHANISMS:\")\n", "print(\"=\" * 70)\n", "for mech, active in heating_mechanisms.items():\n", " status = \"✓ ACTIVE\" if active else \"✗ INACTIVE\"\n", " print(f\" {mech:40s} {status}\")\n", "\n", "print(\"\\nAVAILABLE COOLING MECHANISMS:\")\n", "print(\"=\" * 70)\n", "for mech, active in cooling_mechanisms.items():\n", " status = \"✓ ACTIVE\" if active else \"✗ INACTIVE\"\n", " print(f\" {mech:40s} {status}\")\n", "\n", "print(\n", " f\"\\nTotal: {len(heating_mechanisms)} heating mechanisms, {len(cooling_mechanisms)} cooling mechanisms\"\n", ")" ] }, { "cell_type": "markdown", "id": "69c1c6d4", "metadata": {}, "source": [ "## Step 5: Disable the Most Important Mechanisms\n", "\n", "Now let's disable the top heating and cooling processes we identified and run a new model to see the impact." ] }, { "cell_type": "code", "execution_count": 6, "id": "c4a20d96", "metadata": { "execution": { "iopub.execute_input": "2026-06-19T14:32:03.135917Z", "iopub.status.busy": "2026-06-19T14:32:03.135744Z", "iopub.status.idle": "2026-06-19T14:32:03.140781Z", "shell.execute_reply": "2026-06-19T14:32:03.139732Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Disabling dominant heating and cooling mechanisms...\n", "======================================================================\n", "✗ Disabled: H2 Formation Heating\n", "✗ Disabled: CO Line Cooling\n", "\n", "Verifying changes...\n", "H2Formation heating: False\n", "Line Cooling: N/A\n" ] } ], "source": [ "# We'll disable mechanisms based on common dominant processes\n", "# Typically for a molecular cloud: cosmic ray heating and CO line cooling dominate\n", "\n", "# Map common process names to HeatingSettings constants\n", "# These are the typical dominant mechanisms\n", "print(\"Disabling dominant heating and cooling mechanisms...\")\n", "print(\"=\" * 70)\n", "\n", "# Disable H2 formation heating (often important)\n", "settings.set_heating_mechanism(settings.H2_FORMATION, False)\n", "print(\"✗ Disabled: H2 Formation Heating\")\n", "\n", "# Disable line cooling (dominant cooling in molecular clouds)\n", "settings.set_cooling_mechanism(settings.MOLECULAR_LINE_COOLING, False)\n", "print(\"✗ Disabled: CO Line Cooling\")\n", "\n", "\n", "print(\"\\nVerifying changes...\")\n", "heating_after = settings.get_heating_modules()\n", "cooling_after = settings.get_cooling_modules()\n", "\n", "print(f\"H2Formation heating: {heating_after.get('H2Formation', 'N/A')}\")\n", "print(f\"Line Cooling: {cooling_after.get('MOLECULAR_LINE_COOLING', 'N/A')}\")" ] }, { "cell_type": "markdown", "id": "b26bdb08", "metadata": {}, "source": [ "## Step 6: Run Model with Disabled Mechanisms\n", "\n", "Now run the same model with the modified settings to see how it affects the results." ] }, { "cell_type": "code", "execution_count": 7, "id": "44d0ad8d", "metadata": { "execution": { "iopub.execute_input": "2026-06-19T14:32:03.142691Z", "iopub.status.busy": "2026-06-19T14:32:03.142503Z", "iopub.status.idle": "2026-06-19T14:32:18.064117Z", "shell.execute_reply": "2026-06-19T14:32:18.063346Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Running model with key mechanisms disabled...\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Limited model completed with flag: -1\n", "Error: Model failed to complete\n", "\n", "Settings have been reset to defaults for future use.\n" ] } ], "source": [ "# Run model with disabled mechanisms\n", "print(\"Running model with key mechanisms disabled...\")\n", "cloud_limited = uclchem.model.Cloud(param_dict=param_dict)\n", "\n", "# Extract all data in one call\n", "physics_limited, abundances_limited, rate_constants_limited, heating_limited = (\n", " cloud_limited.get_dataframes(joined=False, with_rate_constants=True, with_heating=True)\n", ")\n", "flag_limited = 0 if cloud_limited.has_attr(\"_data\") else -1\n", "\n", "print(f\"Limited model completed with flag: {flag_limited}\")\n", "if flag_limited == 0:\n", " print(\n", " f\"Temperature range: {physics_limited['gasTemp'].min():.2f} - {physics_limited['gasTemp'].max():.2f} K\"\n", " )\n", " print(f\"Final temperature: {physics_limited['gasTemp'].iloc[-1]:.2f} K\")\n", "else:\n", " print(\"Error: Model failed to complete\")\n", "\n", "# Reset settings for future runs\n", "settings.reset_to_defaults()\n", "print(\"\\nSettings have been reset to defaults for future use.\")" ] }, { "cell_type": "markdown", "id": "1d82e359", "metadata": {}, "source": [ "## Step 7: Compare Results - Temperature Evolution\n", "\n", "Let's compare the temperature evolution between the two models." ] }, { "cell_type": "code", "execution_count": 8, "id": "b773622e", "metadata": { "execution": { "iopub.execute_input": "2026-06-19T14:32:18.066303Z", "iopub.status.busy": "2026-06-19T14:32:18.066128Z", "iopub.status.idle": "2026-06-19T14:32:18.390453Z", "shell.execute_reply": "2026-06-19T14:32:18.389632Z" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/tmp/ipykernel_3713/1143891968.py:30: UserWarning: The figure layout has changed to tight\n", " plt.tight_layout()\n" ] }, { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "TEMPERATURE COMPARISON\n", "======================================================================\n", "Model Initial (K) Final (K) Change (K)\n", "----------------------------------------------------------------------\n", "All mechanisms 10.00 10.00 +0.00\n", "Key mechanisms disabled 10.00 14.37 +4.37\n", "----------------------------------------------------------------------\n", "Difference -4.37 43.7%\n" ] } ], "source": [ "fig, ax = plt.subplots(figsize=(12, 6))\n", "\n", "ax.plot(\n", " physics_full[\"Time\"],\n", " physics_full[\"gasTemp\"],\n", " label=\"All Mechanisms Active\",\n", " linewidth=2.5,\n", " color=\"darkblue\",\n", ")\n", "ax.plot(\n", " physics_limited[\"Time\"],\n", " physics_limited[\"gasTemp\"],\n", " label=\"Key Mechanisms Disabled\",\n", " linewidth=2.5,\n", " color=\"darkred\",\n", " linestyle=\"--\",\n", ")\n", "\n", "ax.set_xlabel(\"Time (years)\", fontsize=12)\n", "ax.set_ylabel(\"Gas Temperature (K)\", fontsize=12)\n", "ax.set_xscale(\"log\")\n", "ax.set_title(\n", " \"Temperature Evolution: Impact of Disabling Key Heating/Cooling Mechanisms\",\n", " fontsize=14,\n", " fontweight=\"bold\",\n", ")\n", "ax.legend(fontsize=11, loc=\"best\")\n", "ax.grid(True, alpha=0.3)\n", "\n", "plt.tight_layout()\n", "plt.show()\n", "\n", "# Print summary statistics\n", "print(\"TEMPERATURE COMPARISON\")\n", "print(\"=\" * 70)\n", "print(f\"{'Model':<35} {'Initial (K)':<15} {'Final (K)':<15} {'Change (K)'}\")\n", "print(\"-\" * 70)\n", "\n", "T_full_initial = physics_full[\"gasTemp\"].iloc[0]\n", "T_full_final = physics_full[\"gasTemp\"].iloc[-1]\n", "T_limited_initial = physics_limited[\"gasTemp\"].iloc[0]\n", "T_limited_final = physics_limited[\"gasTemp\"].iloc[-1]\n", "\n", "print(\n", " f\"{'All mechanisms':<35} {T_full_initial:<15.2f} {T_full_final:<15.2f} {T_full_final - T_full_initial:+.2f}\"\n", ")\n", "print(\n", " f\"{'Key mechanisms disabled':<35} {T_limited_initial:<15.2f} {T_limited_final:<15.2f} {T_limited_final - T_limited_initial:+.2f}\"\n", ")\n", "print(\"-\" * 70)\n", "print(\n", " f\"{'Difference':<35} {'':<15} {T_full_final - T_limited_final:<15.2f} {abs((T_full_final - T_limited_final) / T_full_final) * 100:.1f}%\"\n", ")" ] }, { "cell_type": "markdown", "id": "917e9427", "metadata": {}, "source": [ "## Step 8: Compare Results - Chemical Abundances\n", "\n", "Temperature changes affect chemistry. Let's compare key species abundances between the two models." ] }, { "cell_type": "code", "execution_count": 9, "id": "4c1e7369", "metadata": { "execution": { "iopub.execute_input": "2026-06-19T14:32:18.392509Z", "iopub.status.busy": "2026-06-19T14:32:18.392335Z", "iopub.status.idle": "2026-06-19T14:32:19.307836Z", "shell.execute_reply": "2026-06-19T14:32:19.306773Z" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/tmp/ipykernel_3713/3440187664.py:33: UserWarning: The figure layout has changed to tight\n", " plt.tight_layout()\n" ] }, { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\n", "FINAL ABUNDANCE COMPARISON\n", "======================================================================\n", "Species All Mechanisms Disabled % Difference\n", "----------------------------------------------------------------------\n", "CO 1.24e-05 8.60e-06 -30.4%\n", "H2O 5.22e-07 1.44e-07 -72.4%\n", "OH 6.48e-09 1.05e-09 -83.8%\n", "NH3 8.51e-10 1.07e-09 +26.3%\n" ] } ], "source": [ "# Compare abundances of key species\n", "key_species = [\"CO\", \"H2O\", \"OH\", \"NH3\"]\n", "\n", "fig, axes = plt.subplots(2, 2, figsize=(14, 10))\n", "axes = axes.flatten()\n", "\n", "for idx, species in enumerate(key_species):\n", " if species in abundances_full.columns and species in abundances_limited.columns:\n", " axes[idx].plot(\n", " physics_full[\"Time\"],\n", " abundances_full[species],\n", " label=\"All Mechanisms\",\n", " linewidth=2.5,\n", " color=\"darkblue\",\n", " )\n", " axes[idx].plot(\n", " physics_full[\"Time\"],\n", " abundances_limited[species],\n", " label=\"Key Mechanisms Disabled\",\n", " linewidth=2.5,\n", " color=\"darkred\",\n", " linestyle=\"--\",\n", " )\n", "\n", " axes[idx].set_xlabel(\"Time (years)\", fontsize=11)\n", " axes[idx].set_ylabel(\"Abundance\", fontsize=11)\n", " axes[idx].set_xscale(\"log\")\n", " axes[idx].set_yscale(\"log\")\n", " axes[idx].set_title(f\"{species} Abundance\", fontsize=13, fontweight=\"bold\")\n", " axes[idx].legend(fontsize=9)\n", " axes[idx].grid(True, alpha=0.3)\n", "\n", "plt.tight_layout()\n", "plt.show()\n", "\n", "# Print final abundance comparison\n", "print(\"\\nFINAL ABUNDANCE COMPARISON\")\n", "print(\"=\" * 70)\n", "print(f\"{'Species':<15} {'All Mechanisms':<20} {'Disabled':<20} {'% Difference'}\")\n", "print(\"-\" * 70)\n", "\n", "for species in key_species:\n", " if species in abundances_full.columns and species in abundances_limited.columns:\n", " abund_full = abundances_full[species].iloc[-1]\n", " abund_limited = abundances_limited[species].iloc[-1]\n", "\n", " if abund_full > 0:\n", " percent_diff = ((abund_limited - abund_full) / abund_full) * 100\n", " else:\n", " percent_diff = 0.0\n", "\n", " print(\n", " f\"{species:<15} {abund_full:<20.2e} {abund_limited:<20.2e} {percent_diff:+.1f}%\"\n", " )" ] }, { "cell_type": "markdown", "id": "ca5db993", "metadata": {}, "source": [ "## Step 9: Compare Heating and Cooling Rates\n", "\n", "Let's visualize how the heating and cooling rates differ between the two models." ] }, { "cell_type": "code", "execution_count": 10, "id": "71ad1e45", "metadata": { "execution": { "iopub.execute_input": "2026-06-19T14:32:19.309763Z", "iopub.status.busy": "2026-06-19T14:32:19.309569Z", "iopub.status.idle": "2026-06-19T14:32:19.846959Z", "shell.execute_reply": "2026-06-19T14:32:19.845949Z" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/tmp/ipykernel_3713/3480408715.py:72: UserWarning: The figure layout has changed to tight\n", " plt.tight_layout()\n" ] }, { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\n", "NET HEATING RATE AT FINAL TIME\n", "======================================================================\n", "All mechanisms: +4.60e-24 erg cm⁻³ s⁻¹\n", "Mechanisms disabled: +1.08e-25 erg cm⁻³ s⁻¹\n", "Difference: +4.49e-24 erg cm⁻³ s⁻¹\n" ] } ], "source": [ "# Calculate total heating and cooling for each model\n", "heating_cols_full = [col for col in heating_full.columns if col.endswith(\"Heating\")]\n", "cooling_cols_full = [col for col in heating_full.columns if col.endswith(\"Cooling\")]\n", "\n", "# Total heating and cooling rates over time\n", "total_heating_full = heating_full[heating_cols_full].sum(axis=1)\n", "total_cooling_full = heating_full[cooling_cols_full].sum(axis=1)\n", "\n", "heating_cols_limited = [\n", " col for col in heating_limited.columns if col.endswith(\"Heating\")\n", "]\n", "cooling_cols_limited = [\n", " col for col in heating_limited.columns if col.endswith(\"Cooling\")\n", "]\n", "\n", "total_heating_limited = heating_limited[heating_cols_limited].sum(axis=1)\n", "total_cooling_limited = heating_limited[cooling_cols_limited].sum(axis=1)\n", "\n", "# Plot comparison\n", "fig, axes = plt.subplots(2, 1, figsize=(12, 10))\n", "\n", "# Total heating comparison\n", "axes[0].plot(\n", " physics_full[\"Time\"],\n", " total_heating_full,\n", " label=\"All Mechanisms\",\n", " linewidth=2.5,\n", " color=\"darkred\",\n", ")\n", "axes[0].plot(\n", " physics_limited[\"Time\"],\n", " total_heating_limited,\n", " label=\"Key Mechanisms Disabled\",\n", " linewidth=2.5,\n", " color=\"orange\",\n", " linestyle=\"--\",\n", ")\n", "axes[0].axhline(y=0, color=\"k\", linestyle=\"-\", linewidth=0.5, alpha=0.3)\n", "axes[0].set_xlabel(\"Time (years)\", fontsize=12)\n", "axes[0].set_ylabel(\"Total Heating Rate (erg cm⁻³ s⁻¹)\", fontsize=12)\n", "axes[0].set_xscale(\"log\")\n", "axes[0].set_yscale(\"symlog\", linthresh=1e-30)\n", "axes[0].set_title(\"Total Heating Rate Comparison\", fontsize=14, fontweight=\"bold\")\n", "axes[0].legend(fontsize=11)\n", "axes[0].grid(True, alpha=0.3)\n", "\n", "# Total cooling comparison\n", "axes[1].plot(\n", " physics_full[\"Time\"],\n", " total_cooling_full,\n", " label=\"All Mechanisms\",\n", " linewidth=2.5,\n", " color=\"darkblue\",\n", ")\n", "axes[1].plot(\n", " physics_limited[\"Time\"],\n", " total_cooling_limited,\n", " label=\"Key Mechanisms Disabled\",\n", " linewidth=2.5,\n", " color=\"cyan\",\n", " linestyle=\"--\",\n", ")\n", "axes[1].axhline(y=0, color=\"k\", linestyle=\"-\", linewidth=0.5, alpha=0.3)\n", "axes[1].set_xlabel(\"Time (years)\", fontsize=12)\n", "axes[1].set_ylabel(\"Total Cooling Rate (erg cm⁻³ s⁻¹)\", fontsize=12)\n", "axes[1].set_xscale(\"log\")\n", "axes[1].set_yscale(\"symlog\", linthresh=1e-30)\n", "axes[1].set_title(\"Total Cooling Rate Comparison\", fontsize=14, fontweight=\"bold\")\n", "axes[1].legend(fontsize=11)\n", "axes[1].grid(True, alpha=0.3)\n", "\n", "plt.tight_layout()\n", "plt.show()\n", "\n", "# Calculate net heating/cooling\n", "net_full = total_heating_full + total_cooling_full\n", "net_limited = total_heating_limited + total_cooling_limited\n", "\n", "print(\"\\nNET HEATING RATE AT FINAL TIME\")\n", "print(\"=\" * 70)\n", "print(f\"All mechanisms: {net_full.iloc[-1]:+.2e} erg cm⁻³ s⁻¹\")\n", "print(f\"Mechanisms disabled: {net_limited.iloc[-1]:+.2e} erg cm⁻³ s⁻¹\")\n", "print(\n", " f\"Difference: {net_full.iloc[-1] - net_limited.iloc[-1]:+.2e} erg cm⁻³ s⁻¹\"\n", ")" ] }, { "cell_type": "markdown", "id": "ed7c571d", "metadata": {}, "source": [ "## Summary and Key Takeaways\n", "\n", "In this notebook, we demonstrated how to:\n", "\n", "1. **Run a baseline model** with all heating and cooling mechanisms enabled\n", "2. **Analyze the results** to identify which processes are most important\n", "3. **Disable specific mechanisms** using the `HeatingSettings` class\n", "4. **Compare models** to quantify the impact of individual processes\n", "\n", "### Important HeatingSettings Methods:\n", "\n", "- `get_heating_modules()` - List all available heating mechanisms and their status\n", "- `get_cooling_modules()` - List all available cooling mechanisms and their status\n", "- `set_heating_mechanism(mechanism, active)` - Enable/disable a heating mechanism\n", "- `set_cooling_mechanism(mechanism, active)` - Enable/disable a cooling mechanism\n", "- `reset()` - Reset all mechanisms to defaults\n", "\n", "### Common Mechanism Constants:\n", "\n", "**Heating:**\n", "- `settings.COSMIC_RAY` - Cosmic ray heating\n", "- `settings.H2_FORMATION` - H₂ formation heating\n", "- `settings.PHOTOELECTRIC` - Photoelectric heating (various models)\n", "- `settings.PHOTODISSOCIATION` - Photodissociation heating\n", "- `settings.TURBULENT` - Turbulent heating\n", "\n", "**Cooling:**\n", "- `settings.CO_LINE_COOLING` - CO line cooling\n", "- `settings.H2_COLLISIONALLY_INDUCED` - H₂ collisionally induced emission\n", "- `settings.ATOMIC_LINE_COOLING` - Atomic fine structure cooling\n", "- `settings.DUST_CONTINUUM` - Dust continuum cooling\n", "\n", "### When to Use This:\n", "\n", "- **Physical insight**: Understand which processes drive thermal evolution\n", "- **Sensitivity analysis**: Test model dependence on individual mechanisms\n", "- **Simplified models**: Disable processes not relevant to your environment\n", "- **Debugging**: Isolate problematic heating/cooling processes\n", "\n", "### Next Steps:\n", "\n", "- Try different physical conditions (density, Av, radiation field)\n", "- Experiment with disabling different combinations of mechanisms\n", "- Compare to observations to validate dominant processes\n", "- See [5_heating_and_cooling.ipynb](5_heating_and_cooling.ipynb) for basic heating/cooling usage" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "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": "3.13.14" } }, "nbformat": 4, "nbformat_minor": 5 }