diff --git a/featured/02_energy_minimization.ipynb b/featured/02_energy_minimization.ipynb
index 8017a01..46024bc 100644
--- a/featured/02_energy_minimization.ipynb
+++ b/featured/02_energy_minimization.ipynb
@@ -53,7 +53,9 @@
     "import numpy as np\n",
     "import scipy.optimize as opt\n",
     "import matplotlib.pyplot as plt\n",
-    "%matplotlib inline"
+    "import matplotlib\n",
+    "%matplotlib inline\n",
+    "matplotlib.rcParams['savefig.dpi'] = matplotlib.rcParams['figure.dpi'] = 144"
    ]
   },
   {
@@ -235,74 +237,161 @@
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       ],
       "text/plain": [
-       "<matplotlib.figure.Figure at 0x109ac5518>"
+       "<matplotlib.figure.Figure at 0x7f70f1a6db00>"
       ]
      },
      "metadata": {},
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       ],
       "text/plain": [
-       "<matplotlib.figure.Figure at 0x109ddf320>"
+       "<matplotlib.figure.Figure at 0x7f70efb26278>"
       ]
      },
      "metadata": {},