{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "a52924e9",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-06-19T08:13:36.581591Z",
     "iopub.status.busy": "2026-06-19T08:13:36.581363Z",
     "iopub.status.idle": "2026-06-19T08:13:41.960344Z",
     "shell.execute_reply": "2026-06-19T08:13:41.959314Z"
    },
    "tags": [
     "remove-cell"
    ]
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "An NVIDIA GPU may be present on this machine, but a CUDA-enabled jaxlib is not installed. Falling back to cpu.\n"
     ]
    }
   ],
   "source": [
    "%matplotlib inline\n",
    "import brainmass\n",
    "import brainstate\n",
    "import brainunit as u\n",
    "import jax.numpy as jnp\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "brainstate.random.seed(0)\n",
    "brainstate.environ.set(dt=0.1 * u.ms)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e72854fb",
   "metadata": {},
   "source": [
    "# Lorenz System\n",
    "\n",
    "The **Lorenz system** is the textbook example of deterministic chaos — a three-variable flow originally derived as a truncated model of atmospheric convection:\n",
    "\n",
    "$$\\dot x = \\sigma(y - x),\\qquad \\dot y = x(\\rho - z) - y,\\qquad \\dot z = xy - \\beta z.$$\n",
    "\n",
    "At the classic parameters $(\\sigma, \\rho, \\beta) = (10, 28, 8/3)$ the trajectory settles onto the famous butterfly-shaped strange attractor with a positive Lyapunov exponent, so nearby trajectories diverge exponentially. In brainmass it serves as a chaotic integration / coupling test fixture. **Note:** use `dt = 0.01 * u.ms` (one natural time unit = 1 ms).\n",
    "\n",
    "**Reference:** Lorenz (1963), *Deterministic nonperiodic flow*, Journal of the Atmospheric Sciences 20(2):130-141."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "6fcc0f91",
   "metadata": {},
   "source": [
    "## Build the model"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "311c2b60",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-06-19T08:13:41.963331Z",
     "iopub.status.busy": "2026-06-19T08:13:41.962923Z",
     "iopub.status.idle": "2026-06-19T08:13:41.980904Z",
     "shell.execute_reply": "2026-06-19T08:13:41.980001Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "LorenzStep(\n",
       "  in_size=(1,),\n",
       "  out_size=(1,),\n",
       "  sigma=Const(\n",
       "    fit=False,\n",
       "    t=IdentityT(),\n",
       "    reg=None,\n",
       "    val=Array(10., dtype=float32)\n",
       "  ),\n",
       "  rho=Const(\n",
       "    fit=False,\n",
       "    t=IdentityT(),\n",
       "    reg=None,\n",
       "    val=Array(28., dtype=float32)\n",
       "  ),\n",
       "  beta=Const(\n",
       "    fit=False,\n",
       "    t=IdentityT(),\n",
       "    reg=None,\n",
       "    val=Array(2.6666667, dtype=float32)\n",
       "  ),\n",
       "  init_x=Constant(value=1.0),\n",
       "  init_y=Constant(value=1.0),\n",
       "  init_z=Constant(value=1.0),\n",
       "  method=exp_euler\n",
       ")"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "node = brainmass.LorenzStep(in_size=1, sigma=10.0, rho=28.0)\n",
    "node"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "cba2552b",
   "metadata": {},
   "source": [
    "## Run a simulation\n",
    "\n",
    "Lorenz uses the fast `dt = 0.01 * u.ms` clock."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "abf60ec2",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-06-19T08:13:41.983904Z",
     "iopub.status.busy": "2026-06-19T08:13:41.983636Z",
     "iopub.status.idle": "2026-06-19T08:13:42.150922Z",
     "shell.execute_reply": "2026-06-19T08:13:42.150173Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(3800, 1)"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "sim = brainmass.Simulator(node, dt=0.01 * u.ms)\n",
    "res = sim.run(40. * u.ms, monitors=['x', 'y', 'z'], transient=2. * u.ms)\n",
    "res['x'].shape"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "f04b8e27",
   "metadata": {},
   "source": [
    "## Visualize\n",
    "\n",
    "Left: the chaotic `x(t)` time series. Right: the butterfly attractor in the `x`-`z` plane."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "ef2ed872",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-06-19T08:13:42.152876Z",
     "iopub.status.busy": "2026-06-19T08:13:42.152627Z",
     "iopub.status.idle": "2026-06-19T08:13:42.355767Z",
     "shell.execute_reply": "2026-06-19T08:13:42.354903Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1100x400 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, axes = plt.subplots(1, 2, figsize=(11, 4))\n",
    "brainmass.viz.plot_timeseries(res['x'], ts=res['ts'], ax=axes[0])\n",
    "axes[0].set_title('Lorenz x(t)')\n",
    "brainmass.viz.plot_phase_portrait(res['x'], res['z'], ax=axes[1])\n",
    "axes[1].set_xlabel('x'); axes[1].set_ylabel('z')\n",
    "axes[1].set_title('Strange attractor (x-z)')\n",
    "plt.tight_layout()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "3c9692e7",
   "metadata": {},
   "source": [
    "## Try it: sensitive dependence on initial conditions\n",
    "\n",
    "The hallmark of chaos: two trajectories started a hair apart diverge exponentially. We perturb the initial `x` by `1e-3` and plot the growing separation."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "f413ad02",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-06-19T08:13:42.358041Z",
     "iopub.status.busy": "2026-06-19T08:13:42.357766Z",
     "iopub.status.idle": "2026-06-19T08:13:42.916918Z",
     "shell.execute_reply": "2026-06-19T08:13:42.916204Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 800x400 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "def run_from(x0):\n",
    "    m = brainmass.LorenzStep(in_size=1, sigma=10.0, rho=28.0)\n",
    "    brainstate.nn.init_all_states(m)\n",
    "    m.x.value = m.x.value + x0\n",
    "    return u.get_magnitude(\n",
    "        brainmass.Simulator(m, dt=0.01 * u.ms).run(\n",
    "            60. * u.ms, monitors=['x'], init_states=False)['x'])[:, 0]\n",
    "\n",
    "a = run_from(0.0)\n",
    "b = run_from(1e-3)\n",
    "ts = np.arange(a.shape[0]) * 0.01\n",
    "fig, ax = plt.subplots(figsize=(8, 4))\n",
    "ax.semilogy(ts, np.abs(a - b) + 1e-12)\n",
    "ax.set_xlabel('time (ms)'); ax.set_ylabel('|x_a - x_b|  (log)')\n",
    "ax.set_title('Exponential divergence (positive Lyapunov exponent)')\n",
    "plt.show()"
   ]
  }
 ],
 "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": "3.13.11"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
