{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "interactive-link",
   "metadata": {},
   "source": [
    "> **This is a saved, working copy.** Sliders here are frozen at their\n",
    "> starting value — there's no marimo runtime in plain Jupyter to drive them.\n",
    "> For the live, drag-the-sliders version of this lab (answers), see\n",
    "> [Week 3 lab (answers) — interactive](https://math4120.pages.dev/wasm/week03_lab_answers.html).\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "ipython-import",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-11-13T23:25:43.144554Z",
     "iopub.status.busy": "2026-11-13T23:25:43.144394Z",
     "iopub.status.idle": "2026-11-13T23:25:43.148322Z",
     "shell.execute_reply": "2026-11-13T23:25:43.147631Z"
    }
   },
   "outputs": [],
   "source": [
    "from IPython.display import Markdown, HTML\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "Hbol",
   "metadata": {
    "marimo": {
     "config": {
      "hide_code": true
     },
     "md_prefix": "r"
    }
   },
   "source": [
    "# Week 3 lab — the dimension matrix — Answers\n",
    "\n",
    "**MATH4120 — Mathematical Modelling and Programming** Lancaster University, 2026–27\n",
    "\n",
    "---\n",
    "\n",
    "**This is the answers version.** Every blank below contains the completed solution, for instructors and for checking your own work.\n",
    "\n",
    "---\n",
    "\n",
    "Work through the exercises below.  Press **Ctrl+Enter** (or **Shift+Enter**) to run a cell.\n",
    "\n",
    "The main task is to build a dimension matrix as a NumPy array and use `null_space` to find the Π-groups automatically.  Anything that depends on your matrix will update as you fill it in."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "MJUe",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-11-13T23:25:43.149730Z",
     "iopub.status.busy": "2026-11-13T23:25:43.149595Z",
     "iopub.status.idle": "2026-11-13T23:25:43.557094Z",
     "shell.execute_reply": "2026-11-13T23:25:43.556522Z"
    }
   },
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "from scipy.linalg import null_space"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "vblA",
   "metadata": {
    "marimo": {
     "config": {
      "hide_code": true
     },
     "md_prefix": "r"
    }
   },
   "source": [
    "## The tool: `null_space`\n",
    "\n",
    "`null_space(D)` returns the vectors $\\mathbf{k}$ such that $D\\mathbf{k} = \\mathbf{0}$. Each column of the result is one set of exponents for a Π-group.\n",
    "\n",
    "After calling it, normalise the output so that the variable you are solving for has exponent 1:\n",
    "\n",
    "```python\n",
    "v = null_space(D)[:, 0]\n",
    "v = v / v[0]          # set the first variable's exponent to 1\n",
    "np.round(v, 3)        # display as rounded floats\n",
    "```\n",
    "\n",
    "The entries of `v` are then $[k_1, k_2, \\ldots]$ such that $\\Pi = x_1^{k_1} x_2^{k_2} \\cdots = \\text{const}$, and the scaling law for $x_1$ follows by rearranging."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "bkHC",
   "metadata": {
    "marimo": {
     "config": {
      "hide_code": true
     },
     "md_prefix": "r"
    }
   },
   "source": [
    "## Exercise 1 — terminal velocity of a raindrop\n",
    "\n",
    "A raindrop of weight $W = mg$ falls through air until gravity is balanced by drag. At terminal velocity $v$ the relevant parameters are:\n",
    "\n",
    "| Parameter | Symbol | M | L | T |\n",
    "|-----------|--------|---|---|---|\n",
    "| Terminal velocity | $v$ | 0 | 1 | −1 |\n",
    "| Weight | $W$ | 1 | 1 | −2 |\n",
    "| Air density | $\\rho$ | 1 | −3 | 0 |\n",
    "| Cross-section | $A$ | 0 | 2 | 0 |\n",
    "\n",
    "$n = 4$ parameters, $k = 3$ base dimensions (M, L, T) $\\Rightarrow$ $m = 1$ Π-group.\n",
    "\n",
    "**Task.** Fill in the dimension matrix below. Each column is one parameter's exponents in the order [M, L, T]. Run the cell — the null space below will update automatically."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "lEQa",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-11-13T23:25:43.567035Z",
     "iopub.status.busy": "2026-11-13T23:25:43.566756Z",
     "iopub.status.idle": "2026-11-13T23:25:43.573688Z",
     "shell.execute_reply": "2026-11-13T23:25:43.572867Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([[ 0.,  1.,  1.,  0.],\n",
       "       [ 1.,  1., -3.,  2.],\n",
       "       [-1., -2.,  0.,  0.]])"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Dimension matrix: rows = [M, L, T],  columns = [v, W, rho, A]\n",
    "D_term = np.array([\n",
    "    [0, 1, 1, 0],    # M\n",
    "    [1, 1, -3, 2],   # L\n",
    "    [-1, -2, 0, 0],  # T\n",
    "], dtype=float)\n",
    "D_term"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "PKri",
   "metadata": {
    "marimo": {
     "config": {
      "hide_code": true
     },
     "md_prefix": "r"
    }
   },
   "source": [
    "## Exercise 2 — compute the Π-group\n",
    "\n",
    "**Task.** Run the cell below to compute the null space of your dimension matrix. Once `D_term` is filled in correctly, `np.round(v_term, 3)` should show `[1., -0.5, 0.5, 0.5]`."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "Xref",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-11-13T23:25:43.575543Z",
     "iopub.status.busy": "2026-11-13T23:25:43.574960Z",
     "iopub.status.idle": "2026-11-13T23:25:43.580341Z",
     "shell.execute_reply": "2026-11-13T23:25:43.579544Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([ 1. , -0.5,  0.5,  0.5])"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ns_term = null_space(D_term)\n",
    "v_term  = ns_term[:, 0]\n",
    "v_term  = v_term / v_term[0]    # normalise: v exponent = 1\n",
    "np.round(v_term, 3)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "SFPL",
   "metadata": {
    "marimo": {
     "config": {
      "hide_code": true
     },
     "md_prefix": "r"
    }
   },
   "source": [
    "When `D_term` is correct the exponents $[k_v,\\, k_W,\\, k_\\rho,\\, k_A]$ are $[1,\\,-1/2,\\,1/2,\\,1/2]$, giving the Π-group: $$\\Pi = v \\cdot W^{-1/2} \\cdot \\rho^{1/2} \\cdot A^{1/2} = \\text{const}.$$ Rearranging for $v$: $$v = C\\sqrt{\\frac{W}{\\rho A}}.$$ The constant $C$ must be determined experimentally or from the full fluid equations."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "BYtC",
   "metadata": {
    "marimo": {
     "config": {
      "hide_code": true
     },
     "md_prefix": "r"
    }
   },
   "source": [
    "## Observation — physical interpretation\n",
    "\n",
    "The scaling law $v = C\\sqrt{W/\\rho A}$ tells us how terminal velocity depends on each parameter.\n",
    "\n",
    "**Task.** Double-click this cell and complete the sentences:\n",
    "\n",
    "- A heavier drop (larger $W$): terminal velocity **increases** — $v \\propto \\sqrt{W}$, so a heavier drop must fall faster before drag can balance its weight.\n",
    "- Denser air (larger $\\rho$): terminal velocity **decreases** — $v \\propto \\rho^{-1/2}$, since denser air gives more drag at the same speed.\n",
    "- Larger cross-section (larger $A$): terminal velocity **decreases** — $v \\propto A^{-1/2}$, exactly why a parachute (huge $A$) falls slowly.\n",
    "- Why does the bob mass cancel from the pendulum but mass appears here? For the pendulum, mass enters both the driving force (gravity) and the inertia term and cancels algebraically. Here, $W$ *is* the driving force itself (already a weight, not a separate mass), and there is no second, independent mass term for it to cancel against — so it survives in the scaling law."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "RGSE",
   "metadata": {
    "marimo": {
     "config": {
      "hide_code": true
     },
     "md_prefix": "r"
    }
   },
   "source": [
    "## Exercise 3 — be G. I. Taylor: the energy of an atomic bomb from one photo\n",
    "\n",
    "In the lecture, dimensional analysis gave the radius $R$ of a blast wave at time $t$ after an explosion of energy $E$, in air of density $\\rho$: $$R = \\left(\\frac{E\\,t^{2}}{\\rho}\\right)^{1/5}$$ (taking the constant $C \\approx 1$). In 1950 G. I. Taylor used this to work out the energy of the first atomic bomb (the Trinity test, 16 July 1945) from photographs that had been made public, while the energy itself was still top secret.\n",
    "\n",
    "Here is one of those photographs, taken **0.025 s** after the explosion, with its **100 m** scale bar. Drag the slider until the green circle hugs the top of the dome (ignore the dust along the ground)."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "Kclp",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-11-13T23:25:43.581883Z",
     "iopub.status.busy": "2026-11-13T23:25:43.581743Z",
     "iopub.status.idle": "2026-11-13T23:25:43.590929Z",
     "shell.execute_reply": "2026-11-13T23:25:43.590409Z"
    },
    "jupyter": {
     "source_hidden": true
    },
    "marimo": {
     "config": {
      "hide_code": true
     }
    },
    "tags": [
     "remove-input"
    ]
   },
   "outputs": [],
   "source": [
    "# The Trinity photograph (0.025 s), stored as text so the notebook works anywhere, even offline.\n",
    "# Public domain (US Government); source at the end of this exercise.\n",
    "trinity_jpg_b64 = 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   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "emfo",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-11-13T23:25:43.592379Z",
     "iopub.status.busy": "2026-11-13T23:25:43.592207Z",
     "iopub.status.idle": "2026-11-13T23:25:43.598135Z",
     "shell.execute_reply": "2026-11-13T23:25:43.597398Z"
    },
    "jupyter": {
     "source_hidden": true
    },
    "marimo": {
     "config": {
      "hide_code": true
     }
    },
    "tags": [
     "remove-input"
    ]
   },
   "outputs": [],
   "source": [
    "import base64\n",
    "import io\n",
    "from PIL import Image\n",
    "\n",
    "trinity_img = np.asarray(Image.open(io.BytesIO(base64.b64decode(trinity_jpg_b64))))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "Hstk",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-11-13T23:25:43.599961Z",
     "iopub.status.busy": "2026-11-13T23:25:43.599815Z",
     "iopub.status.idle": "2026-11-13T23:25:43.602555Z",
     "shell.execute_reply": "2026-11-13T23:25:43.601740Z"
    }
   },
   "outputs": [],
   "source": [
    "R_photo_slider = type('_W', (), {'value': 80})()  # static default"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "nWHF",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-11-13T23:25:43.604123Z",
     "iopub.status.busy": "2026-11-13T23:25:43.603980Z",
     "iopub.status.idle": "2026-11-13T23:25:43.823183Z",
     "shell.execute_reply": "2026-11-13T23:25:43.822343Z"
    },
    "jupyter": {
     "source_hidden": true
    },
    "marimo": {
     "config": {
      "hide_code": true
     }
    },
    "tags": [
     "remove-input"
    ]
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 900x670 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "_pixels_per_metre = 1.55              # the 100 m scale bar is 155 pixels long\n",
    "_cx, _cy, _ground_y = 339, 305, 365   # centre of the blast and the ground line, in pixels\n",
    "_r_px = R_photo_slider.value * _pixels_per_metre\n",
    "_angle = np.linspace(0, 2 * np.pi, 400)\n",
    "_x_circ = _cx + _r_px * np.cos(_angle)\n",
    "_y_circ = _cy - _r_px * np.sin(_angle)\n",
    "_above_ground = _y_circ <= _ground_y\n",
    "\n",
    "_fig_tr, _ax_tr = plt.subplots(figsize=(9, 6.7))\n",
    "_ax_tr.imshow(trinity_img, cmap=\"gray\")\n",
    "_ax_tr.plot(_x_circ[_above_ground], _y_circ[_above_ground], \".\", color=\"limegreen\", ms=3)\n",
    "_ax_tr.set_title(f\"Trinity test, 0.025 s after the explosion   |   R = {R_photo_slider.value} m\", fontsize=12)\n",
    "_ax_tr.axis(\"off\")\n",
    "_fig_tr.tight_layout()\n",
    "_fig_tr;"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "iLit",
   "metadata": {
    "marimo": {
     "config": {
      "hide_code": true
     },
     "md_prefix": "r"
    }
   },
   "source": [
    "**One photo gives the energy.** Rearrange $R = (E t^2/\\rho)^{1/5}$ for $E$ on paper, then type it in below. (Powers in Python use `**`, so $x^3$ is `x**3`.)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "ZHCJ",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-11-13T23:25:43.825554Z",
     "iopub.status.busy": "2026-11-13T23:25:43.825390Z",
     "iopub.status.idle": "2026-11-13T23:25:43.828373Z",
     "shell.execute_reply": "2026-11-13T23:25:43.827737Z"
    }
   },
   "outputs": [],
   "source": [
    "t_photo = 0.025                  # seconds, printed on the photo\n",
    "rho_air = 1.2                    # kg/m³, density of air\n",
    "R_photo = R_photo_slider.value   # metres, from the slider\n",
    "\n",
    "E_photo = rho_air * R_photo**5 / t_photo**2   # from R^5 = E t^2 / rho\n",
    "kilotons_photo = E_photo / 4.184e12   # 1 kiloton of TNT = 4.184 × 10¹² J"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "ROlb",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-11-13T23:25:43.829829Z",
     "iopub.status.busy": "2026-11-13T23:25:43.829695Z",
     "iopub.status.idle": "2026-11-13T23:25:43.833281Z",
     "shell.execute_reply": "2026-11-13T23:25:43.832531Z"
    },
    "jupyter": {
     "source_hidden": true
    },
    "marimo": {
     "config": {
      "hide_code": true
     }
    },
    "tags": [
     "remove-input"
    ]
   },
   "outputs": [
    {
     "data": {
      "text/markdown": [
       "\n",
       "With $R = 80$ m: $E \\approx$ 6.29e+12 J, about **1.5 kilotons of TNT**.\n"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "Markdown(rf\"\"\"\n",
    "With $R = {R_photo_slider.value}$ m: $E \\approx$ {E_photo:.2e} J, about **{kilotons_photo:.1f} kilotons of TNT**.\n",
    "\"\"\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "qnkX",
   "metadata": {
    "marimo": {
     "config": {
      "hide_code": true
     },
     "md_prefix": "r"
    }
   },
   "source": [
    "**Two photos test the law.** If the formula is right, the radius grows like $t^{2/5}$. On a later photo (0.062 s) Taylor measured $R = 185$ m. Comparing it with your measurement gives the power of $t$, which should come out close to $2/5 = 0.4$:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "TqIu",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-11-13T23:25:43.834826Z",
     "iopub.status.busy": "2026-11-13T23:25:43.834696Z",
     "iopub.status.idle": "2026-11-13T23:25:43.838054Z",
     "shell.execute_reply": "2026-11-13T23:25:43.837336Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "np.float64(0.9230071998893925)"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "t_second = 0.062   # seconds\n",
    "R_second = 185.0   # metres, Taylor's measurement\n",
    "\n",
    "power_of_t = np.log(R_second / R_photo_slider.value) / np.log(t_second / t_photo)\n",
    "power_of_t"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "Vxnm",
   "metadata": {
    "marimo": {
     "config": {
      "hide_code": true
     },
     "md_prefix": "r"
    }
   },
   "source": [
    "**More photos give more trust.** Taylor didn't stop at two: he measured the fireball on 25 frames, from 0.1 ms to 62 ms, checked they all followed $R \\propto t^{2/5}$, and only then quoted an energy.\n",
    "\n",
    "**Discussion** (double-click to edit):\n",
    "\n",
    "- Why can't a single photo tell you whether the formula is right? Because one photo always gives *some* number for $E$, right or wrong. With two photos the formula makes a prediction we can check: the radius must grow like $t^{2/5}$. If the slope above had come out as, say, $0.6$, the formula would be wrong and the energy meaningless.\n",
    "- Move the slider by 5 m (about 4%). By how much does $E$ change? Why does that make it worth measuring many frames rather than one? About 20%: $E \\propto R^5$, so a 4% error in the radius becomes roughly a 20% error in the energy. Every photo has small reading errors like this; measuring many frames lets them average out, and checks the $t^{2/5}$ law over a long stretch of time rather than between just two points.\n",
    "\n",
    "<details><summary><b>How close did Taylor get? (open after you have answered)</b></summary>\n",
    "\n",
    "Taylor's 1950 answer was **16.8 kilotons**. The real figure was secret at the time; it was later given as about 21 kilotons, and a 2021 re-analysis puts it at about 25. The right size of answer, from a published photo and an argument about units.\n",
    "\n",
    "</details>\n",
    "\n",
    "**Sources.** Photo: Trinity test fireball at 0.025 s, US Government, public domain, via [Wikimedia Commons](https://commons.wikimedia.org/wiki/File:Trinity_Test_Fireball-25ms.jpg). Data: G. I. Taylor (1950), Proc. R. Soc. Lond. A **201**, 175–186. Yield comparisons: [Revisiting Taylor and the Trinity Test](https://arxiv.org/abs/2403.19657) (2024)."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "DnEU",
   "metadata": {
    "marimo": {
     "config": {
      "hide_code": true
     },
     "md_prefix": "r"
    }
   },
   "source": [
    "## AI extension — physics-informed feature engineering\n",
    "\n",
    "A neural network trained to predict drag force $F_D$ directly from raw inputs $(L, V, \\rho, \\mu)$ must implicitly discover the relevant dimensionless groups from data. Giving it the Π-groups as inputs instead — the drag coefficient $C_D$ and the Reynolds number $Re$ — is a simple form of **physics-informed machine learning**: you encode the structure of the problem before training.\n",
    "\n",
    "For a sphere of diameter $L$ moving at speed $V$ through a fluid of density $\\rho$ and viscosity $\\mu$, the two Π-groups from the dimension matrix are: $$C_D = \\frac{F_D}{\\rho V^2 L^2}, \\qquad Re = \\frac{\\rho V L}{\\mu}.$$\n",
    "\n",
    "Below is a synthetic dataset of 220 random \"experiments\": for each one, a sphere size $L$, a speed $V$, a fluid density $\\rho$, and a fluid viscosity $\\mu$ are all drawn independently and completely at random — spanning everything from a droplet in air to a boulder in syrup. The drag force $F_D$ each one produces follows the real physical law every time; you just don't get to see $L$, $\\rho$, or $\\mu$ in the left-hand plot below, only $F_D$ and $V$.\n",
    "\n",
    "Both panels below use logarithmic axes again, but for a different reason than the blast-wave demo in lecture: it's not primarily to read off a slope here, but because $L$, $V$, $\\rho$, and $\\mu$ all span several orders of magnitude — a log scale is what makes any pattern visible at all, rather than squashing everything near zero.\n",
    "\n",
    "**Task.**\n",
    "1. Replace the two `np.zeros_like` placeholders with the correct formulas for $C_D$ and $Re$.\n",
    "2. Run the cell.  The comparison plot below will update.\n",
    "3. Answer the discussion questions at the end."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "ulZA",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-11-13T23:25:43.839809Z",
     "iopub.status.busy": "2026-11-13T23:25:43.839663Z",
     "iopub.status.idle": "2026-11-13T23:25:43.844096Z",
     "shell.execute_reply": "2026-11-13T23:25:43.843361Z"
    },
    "jupyter": {
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    "# A wide, independent random survey: for many trials, a sphere size, speed,\n",
    "# fluid density, and fluid viscosity are all drawn independently of each\n",
    "# other. Real experiments wouldn't scramble everything like this — the\n",
    "# point is exactly to show what that scrambling does to a raw plot.\n",
    "_rng = np.random.default_rng(12)\n",
    "_n_drag = 220\n",
    "\n",
    "_L_rand   = 10 ** _rng.uniform(-4, -1, _n_drag)     # sphere size: 0.1 mm to 10 cm\n",
    "_V_rand   = 10 ** _rng.uniform(-1.5, 1.0, _n_drag)  # speed: ~0.03 to 10 m/s\n",
    "_rho_rand = 10 ** _rng.uniform(0, 3.3, _n_drag)     # density: 1 to ~2000 kg/m³\n",
    "_mu_rand  = 10 ** _rng.uniform(-4.3, -1, _n_drag)   # viscosity: ~5e-5 to 0.1 Pa·s\n",
    "\n",
    "# The real drag law (the Schiller–Naumann correlation) generates F_D from\n",
    "# these — it bridges the Stokes and Newton regimes above smoothly across\n",
    "# the whole range of Re. Students never see this formula, only the F_D it\n",
    "# produces.\n",
    "_Re_true = _rho_rand * _V_rand * _L_rand / _mu_rand\n",
    "_C_D_true = np.where(\n",
    "    _Re_true <= 1000, (24.0 / _Re_true) * (1 + 0.15 * _Re_true**0.687), 0.44\n",
    ")\n",
    "_FD_rand = _C_D_true * _rho_rand * _V_rand**2 * _L_rand**2\n",
    "\n",
    "drag_data = np.column_stack([_FD_rand, _L_rand, _V_rand, _rho_rand, _mu_rand])"
   ]
  },
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    {
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       "        1.21958325e+03, 3.27490299e+02, 1.07455244e+01, 1.26821351e-01,\n",
       "        1.02425970e+00, 3.56532442e-01, 2.41163279e+03, 2.06234654e+01,\n",
       "        1.94329641e+01, 8.76685789e+02, 1.01271529e+01, 9.20213348e+02,\n",
       "        3.29315317e-01, 1.46706495e+01, 1.66289314e+03, 1.14092504e+03,\n",
       "        1.39019298e+01, 3.88539008e-01, 7.19167334e+00, 1.47039912e+02,\n",
       "        2.55059306e+00, 1.06764604e-01, 6.95425263e+04, 1.91045682e+05,\n",
       "        1.24207191e+02, 5.64318482e-01, 1.34769594e+02, 1.91898946e+01,\n",
       "        1.19347123e+03, 5.11622304e+01, 1.07975875e+03, 2.75188621e+03,\n",
       "        1.84971210e+02, 2.80723833e+02, 6.63689680e+01, 1.89926691e+00]))"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "F_D_data, L_data, V_data, rho_data, mu_data = drag_data.T\n",
    "\n",
    "C_D_data = F_D_data / (rho_data * V_data**2 * L_data**2)\n",
    "Re_data  = rho_data * V_data * L_data / mu_data\n",
    "C_D_data, Re_data"
   ]
  },
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    {
     "data": {
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",
      "text/plain": [
       "<Figure size 1200x400 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "_fig_ai, (_ax_raw, _ax_nd) = plt.subplots(1, 2, figsize=(12, 4))\n",
    "\n",
    "_ax_raw.scatter(V_data, F_D_data, color=\"#1a5276\", s=30, alpha=0.55)\n",
    "_ax_raw.set_xscale(\"log\")\n",
    "_ax_raw.set_yscale(\"log\")\n",
    "_ax_raw.set_xlabel(\"Velocity $V$ (m/s)\", fontsize=12)\n",
    "_ax_raw.set_ylabel(\"Drag force $F_D$ (N)\", fontsize=12)\n",
    "_ax_raw.set_title(\"Raw: $F_D$ vs $V$ across many random spheres and fluids\", fontsize=12)\n",
    "_ax_raw.grid(True, alpha=0.3, which=\"both\")\n",
    "\n",
    "_re_ref = np.logspace(np.log10(Re_data.min()), np.log10(Re_data.max()), 300)\n",
    "_CD_ref = np.where(_re_ref <= 1000, (24.0 / _re_ref) * (1 + 0.15 * _re_ref**0.687), 0.44)\n",
    "_ax_nd.scatter(Re_data, C_D_data, color=\"#1a5276\", s=30, alpha=0.55, zorder=5, label=\"data\")\n",
    "_ax_nd.loglog(_re_ref, _CD_ref, \"k--\", linewidth=1.8, label=\"empirical drag law\")\n",
    "_ax_nd.set_xlabel(\"Reynolds number $Re$\", fontsize=12)\n",
    "_ax_nd.set_ylabel(\"Drag coefficient $C_D$\", fontsize=12)\n",
    "_ax_nd.set_title(r\"Nondimensional: universal $C_D(Re)$ curve\", fontsize=12)\n",
    "_ax_nd.legend(fontsize=10)\n",
    "_ax_nd.grid(True, alpha=0.3, which=\"both\")\n",
    "\n",
    "_fig_ai.tight_layout()\n",
    "_fig_ai;"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ZBYS",
   "metadata": {
    "marimo": {
     "config": {
      "hide_code": true
     },
     "md_prefix": "r"
    }
   },
   "source": [
    "**Discussion** (double-click to edit):\n",
    "\n",
    "Once your formulas are correct, the left panel should look like almost pure noise — at any given $V$, the points span several orders of magnitude in $F_D$, because $L$, $\\rho$, and $\\mu$ were all scrambled independently of $V$ when the data was generated. There is no reliable way to predict $F_D$ from $V$ alone.\n",
    "\n",
    "The right panel shows every single one of those same 220 points landing, without exception, on one smooth curve — because $C_D$ really is a function of $Re$ alone, regardless of which sphere or fluid produced it. Nothing was hidden or cherry-picked: it's exactly the same data, just plotted against the combination the physics actually depends on.\n",
    "\n",
    "- Which representation would you rather give to a neural network as input features? The $C_D$–$Re$ representation — it collapses every fluid and sphere size onto one universal curve, so the model only has to learn one relationship instead of a separate one for each combination of $\\rho$, $\\mu$, and $L$.\n",
    "- Why does the $C_D$–$Re$ representation help the model generalise? Because it removes the redundant scale information the raw variables carried — two experiments with the same $Re$ and $C_D$ behave identically regardless of the actual fluid or sphere size, so the model needs far less data to learn the true relationship.\n",
    "- What does this say about the value of dimensional analysis before applying machine learning to physical data? It shows dimensional analysis is a cheap, principled form of feature engineering: doing it first can turn a scattered, high-dimensional-looking problem into a clean low-dimensional one before any training happens."
   ]
  }
 ],
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   "codemirror_mode": {
    "name": "ipython",
    "version": 3
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   "file_extension": ".py",
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   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
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  "marimo": {
   "app_config": {
    "app_title": "Week 3 Lab (Answers) — The Dimension Matrix",
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