{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "b424828b-a73b-4dd9-8729-6687c146f70f",
   "metadata": {},
   "source": [
    "# Aladdin active - LF20"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "6616e2ef-d7b2-4fa1-9261-f955c594aa33",
   "metadata": {},
   "source": [
    "Active harmonic cavity case w/ LF20 Aladin lattice:\n",
    "+ Fig. 11 (a) & 11 (b) of [1]\n",
    "\n",
    "[1]: Bosch, R. A., Kleman, K. J., & Bisognano, J. J. (2001). Robinson instabilities with a higher-harmonic cavity. \n",
    "Physical Review Special Topics-Accelerators and Beams, 4(7), 074401."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "66e2ee87-025b-4232-8d85-9485b9697765",
   "metadata": {},
   "source": [
    "## Imports"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "5515f551-1c60-4a0b-9f1c-d08083f191e1",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-06-30T13:35:55.046583Z",
     "iopub.status.busy": "2026-06-30T13:35:55.046346Z",
     "iopub.status.idle": "2026-06-30T13:36:07.633256Z",
     "shell.execute_reply": "2026-06-30T13:36:07.632547Z"
    }
   },
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "from mbtrack2 import CavityResonator\n",
    "from aladdin import aladdin\n",
    "from albums.scan import scan_HC_beta_I0_active\n",
    "from albums import SystemState\n",
    "from albums import EquilibriumOptions, TheoryOptions\n",
    "from albums import DEFAULT_FLOWS"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "5919d04c-d73b-4410-9e88-7b5d18e2beb2",
   "metadata": {},
   "source": [
    "## Ring and cavity setup"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "8435e60a-b958-42dd-9457-a5fd7c0b4e92",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-06-30T13:36:07.635743Z",
     "iopub.status.busy": "2026-06-30T13:36:07.635511Z",
     "iopub.status.idle": "2026-06-30T13:36:07.639138Z",
     "shell.execute_reply": "2026-06-30T13:36:07.638566Z"
    }
   },
   "outputs": [],
   "source": [
    "ring = aladdin(mode=\"LF20\", V_RF=50e3)\n",
    "\n",
    "MC = CavityResonator(ring, m=1, Rs=0.5e6, Q=8000, QL=8000, detune=100e3)\n",
    "MC.beta = 11\n",
    "MC.Vc = 50e3\n",
    "MC.theta = np.arccos(ring.U0/MC.Vc)\n",
    "\n",
    "HC = CavityResonator(ring, m=4, Rs=1.24e6, Q=20250, QL=20250, detune=100e3)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "04796e3b-d372-407d-8519-4d6abc5d5c30",
   "metadata": {},
   "source": [
    "# Benchmark"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "8b81d767-9769-4be0-ac88-63e542ebc6d7",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-06-30T13:36:07.640788Z",
     "iopub.status.busy": "2026-06-30T13:36:07.640588Z",
     "iopub.status.idle": "2026-06-30T13:36:07.643096Z",
     "shell.execute_reply": "2026-06-30T13:36:07.642846Z"
    }
   },
   "outputs": [],
   "source": [
    "points = 50\n",
    "currents = np.linspace(0, 300e-3, points)\n",
    "HC_beta_vals = np.linspace(0, 300, points)\n",
    "method = \"Bosch\"\n",
    "flow = DEFAULT_FLOWS[method]\n",
    "flow_no_coupling = DEFAULT_FLOWS[f\"{method}_no_coupling\"]\n",
    "N_sigma = 20\n",
    "tau_boundary = ring.sigma_0*N_sigma\n",
    "\n",
    "eq_opts = EquilibriumOptions(tau_boundary=tau_boundary,\n",
    "                             passive_harmonic_cavity=False,\n",
    "                             auto_set_MC_theta=True,\n",
    "                             optimal_tunning=True,\n",
    "                             auto_set_for_xi=True,\n",
    "                             xi=1)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "47d6090f-3f4f-4528-92a7-aa4ebcc3eca4",
   "metadata": {},
   "source": [
    "## Active harmonic cavity - Robinson instabilities without coupling"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "f3dc52b9-9486-49eb-b308-36a67c2e134e",
   "metadata": {},
   "source": [
    "Fig. 11 (a) in [1]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "45db7475-eec5-42ad-a9a9-b77e5c6e9896",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-06-30T13:36:07.644380Z",
     "iopub.status.busy": "2026-06-30T13:36:07.644298Z",
     "iopub.status.idle": "2026-06-30T13:36:13.188874Z",
     "shell.execute_reply": "2026-06-30T13:36:13.188314Z"
    }
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",
      "text/plain": [
       "<Figure size 1600x900 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "result = scan_HC_beta_I0_active(\n",
    "                       SystemState(ring, [MC, HC]),\n",
    "                       HC_beta_vals,\n",
    "                       currents,\n",
    "                       flow=flow_no_coupling,\n",
    "                       eq_opts=eq_opts,\n",
    "                       theory_opts=TheoryOptions(mode_coupling=False))\n",
    "\n",
    "result.plot(\"xi\")\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "5977e949-d0ae-44fc-b33c-46f71508fc4b",
   "metadata": {},
   "source": [
    "## Active harmonic cavity - Robinson instabilities with coupling"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e96d6b7f-81d1-4b07-80f0-f488a895db23",
   "metadata": {},
   "source": [
    "Fig. 11 (b) in [1]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "89d30466-0d73-438f-b691-54514113baf2",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-06-30T13:36:13.191591Z",
     "iopub.status.busy": "2026-06-30T13:36:13.191438Z",
     "iopub.status.idle": "2026-06-30T13:36:19.557874Z",
     "shell.execute_reply": "2026-06-30T13:36:19.557551Z"
    }
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "\r",
      "scan:   0%|          | 0/2500 [00:00<?, ?it/s]"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "\r",
      "scan:   1%|          | 15/2500 [00:00<00:16, 149.93it/s]"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "\r",
      "scan:   2%|▏         | 55/2500 [00:00<00:08, 294.72it/s]"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "\r",
      "scan:   4%|▍         | 96/2500 [00:00<00:06, 346.72it/s]"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "\r",
      "scan:   6%|▌         | 140/2500 [00:00<00:06, 380.71it/s]"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "\r",
      "scan:   7%|▋         | 179/2500 [00:00<00:07, 326.25it/s]"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "\r",
      "scan:   9%|▉         | 222/2500 [00:00<00:06, 355.80it/s]"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "\r",
      "scan:  11%|█         | 267/2500 [00:00<00:05, 382.63it/s]"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "\r",
      "scan:  12%|█▏        | 309/2500 [00:00<00:05, 392.26it/s]"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "\r",
      "scan:  14%|█▍        | 349/2500 [00:00<00:05, 393.77it/s]"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "\r",
      "scan:  16%|█▌        | 389/2500 [00:01<00:05, 391.92it/s]"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "\r",
      "scan:  17%|█▋        | 429/2500 [00:01<00:07, 292.99it/s]"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "\r",
      "scan:  19%|█▉        | 469/2500 [00:01<00:06, 317.99it/s]"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "\r",
      "scan:  21%|██        | 513/2500 [00:01<00:05, 348.30it/s]"
     ]
    },
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",
      "text/plain": [
       "<Figure size 1600x900 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "result = scan_HC_beta_I0_active(\n",
    "                       SystemState(ring, [MC, HC]),\n",
    "                       HC_beta_vals,\n",
    "                       currents,\n",
    "                       flow=flow,\n",
    "                       eq_opts=eq_opts,\n",
    "                       theory_opts=TheoryOptions(mode_coupling=True))\n",
    "\n",
    "result.plot(\"xi\")\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "440fad20-e2bc-43f5-a671-b7bb2de0eecb",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "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": "3.12.3"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}