diff --git a/benchmarks/benchmark4.ipynb b/benchmarks/benchmark4.ipynb
index 7d2e12842..d00bc29e9 100644
--- a/benchmarks/benchmark4.ipynb
+++ b/benchmarks/benchmark4.ipynb
@@ -289,8 +289,8 @@
     "| Quantity                 | Symbol                     | Value (a)                 | Value (b)                 | Value (c)                 | Value (d)                 | Value (e)                 | Value (f)                 | Value (g)                 | Value (h)                 |\n",
     "|:-------------------------|:--------------------------:|--------------------------:|--------------------------:|--------------------------:|--------------------------:|--------------------------:|--------------------------:|--------------------------:|--------------------------:|\n",
     "| Radius                   | $r$                        | 20 $\\textrm{nm}$          | 75 $\\textrm{nm}$          | 20 $\\textrm{nm}$          | 75 $\\textrm{nm}$          | 20 $\\textrm{nm}$          | 75 $\\textrm{nm}$          | 20 $\\textrm{nm}$          | 75 $\\textrm{nm}$          |\n",
-    "| Eclipse axes (10)        | $a_{[10]}$                 | $r$                       | $r$                       | $r$                       | $r$                       | $r$ / 0.9                 | $r$ / 0.9                 | $r$ / 0.9                 | $r$ / 0.9                 |\n",
-    "| Eclipse axes (01)        | $a_{[01]}$                 | $r$                       | $r$                       | $r$                       | $r$                       | 0.9 $r$                   | 0.9 $r$                   | 0.9 $r$                   | 0.9 $r$                   |\n",
+    "| Ellipse axes (10)        | $a_{[10]}$                 | $r$                       | $r$                       | $r$                       | $r$                       | $r$ / 0.9                 | $r$ / 0.9                 | $r$ / 0.9                 | $r$ / 0.9                 |\n",
+    "| Ellipse axes (01)        | $a_{[01]}$                 | $r$                       | $r$                       | $r$                       | $r$                       | 0.9 $r$                   | 0.9 $r$                   | 0.9 $r$                   | 0.9 $r$                   |\n",
     "| Precipitate area         |                            | 20$^2 \\pi \\textrm{ nm}^2$ | 75$^2 \\pi \\textrm{ nm}^2$ | 20$^2 \\pi \\textrm{ nm}^2$ | 75$^2 \\pi \\textrm{ nm}^2$ | 20$^2 \\pi \\textrm{ nm}^2$ | 75$^2 \\pi \\textrm{ nm}^2$ | 20$^2 \\pi \\textrm{ nm}^2$ | 75$^2 \\pi \\textrm{ nm}^2$ |\n",
     "| Domain size              |                            | $\\text{(400 nm)}^2$       | $\\text{(1500 nm)}^2$      | $\\text{(400 nm)}^2$       | $\\text{(1500 nm)}^2$      | $\\text{(400 nm)}^2$       | $\\text{(1500 nm)}^2$      | $\\text{(400 nm)}^2$       | $\\text{(1500 nm)}^2$  |\n",
     "| Order Parameter (matrix) | $\\eta^{\\text{matrix}}_0$   | 0.0065                    | 0.005                     | 0.0065                    | 0.005                     | 0.0065                    | 0.005                     | 0.0065                    | 0.005                     |\n",
@@ -394,7 +394,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.6.4"
+   "version": "3.10.8"
   }
  },
  "nbformat": 4,
diff --git a/benchmarks/benchmark4.ipynb.raw.html b/benchmarks/benchmark4.ipynb.raw.html
index 0f8d837f3..0085c93dc 100644
--- a/benchmarks/benchmark4.ipynb.raw.html
+++ b/benchmarks/benchmark4.ipynb.raw.html
@@ -350,7 +350,7 @@ <h3 id="Parameter-values-for-(a)-through-(h)">Parameter values for (a) through (
 <td style="text-align:right">75 $\textrm{nm}$</td>
 </tr>
 <tr>
-<td style="text-align:left">Eclipse axes (10)</td>
+<td style="text-align:left">Ellipse axes (10)</td>
 <td style="text-align:center">$a_{[10]}$</td>
 <td style="text-align:right">$r$</td>
 <td style="text-align:right">$r$</td>
@@ -362,7 +362,7 @@ <h3 id="Parameter-values-for-(a)-through-(h)">Parameter values for (a) through (
 <td style="text-align:right">$r$ / 0.9</td>
 </tr>
 <tr>
-<td style="text-align:left">Eclipse axes (01)</td>
+<td style="text-align:left">Ellipse axes (01)</td>
 <td style="text-align:center">$a_{[01]}$</td>
 <td style="text-align:right">$r$</td>
 <td style="text-align:right">$r$</td>