diff --git a/data/de_results.json b/data/de_results.json
new file mode 100644
index 0000000..99f6c2f
--- /dev/null
+++ b/data/de_results.json
@@ -0,0 +1,254 @@
+{
+  "reference_thresholds": {
+    "Original staircase [7,2,2,2,2,2,2,1]": 5.23046875,
+    "PEG ring [7,3,3,3,2,2,2,2]": 3.67578125
+  },
+  "optimizer_results": [
+    [
+      [
+        7,
+        4,
+        4,
+        4,
+        4,
+        3,
+        3,
+        3
+      ],
+      3.05390625
+    ],
+    [
+      [
+        7,
+        4,
+        4,
+        4,
+        3,
+        3,
+        3,
+        2
+      ],
+      3.2093749999999996
+    ],
+    [
+      [
+        7,
+        4,
+        4,
+        3,
+        3,
+        3,
+        3,
+        3
+      ],
+      3.5203124999999997
+    ]
+  ],
+  "best_degrees": [
+    7,
+    4,
+    4,
+    4,
+    4,
+    3,
+    3,
+    3
+  ],
+  "best_threshold": 3.05390625,
+  "constructed_matrix": [
+    [
+      26,
+      12,
+      21,
+      -1,
+      -1,
+      -1,
+      3,
+      -1
+    ],
+    [
+      11,
+      1,
+      25,
+      -1,
+      13,
+      -1,
+      -1,
+      -1
+    ],
+    [
+      13,
+      27,
+      25,
+      14,
+      -1,
+      -1,
+      -1,
+      -1
+    ],
+    [
+      9,
+      12,
+      -1,
+      11,
+      22,
+      -1,
+      -1,
+      8
+    ],
+    [
+      18,
+      -1,
+      -1,
+      8,
+      1,
+      2,
+      -1,
+      12
+    ],
+    [
+      31,
+      -1,
+      -1,
+      -1,
+      11,
+      18,
+      22,
+      -1
+    ],
+    [
+      8,
+      -1,
+      12,
+      21,
+      -1,
+      20,
+      25,
+      19
+    ]
+  ],
+  "matrix_checks": {
+    "col_degrees": [
+      7,
+      4,
+      4,
+      4,
+      4,
+      3,
+      3,
+      3
+    ],
+    "full_rank": true,
+    "actual_rank": 224,
+    "expected_rank": 224,
+    "parity_rank": true,
+    "girth": 6,
+    "encodable": true
+  },
+  "fer_comparison": {
+    "lam_s_points": [
+      2.0,
+      3.0,
+      4.0,
+      5.0,
+      7.0,
+      10.0
+    ],
+    "optimized": {
+      "2.0": {
+        "fer": 0.915,
+        "ber": 0.48109375,
+        "avg_iter": 27.535
+      },
+      "3.0": {
+        "fer": 0.3,
+        "ber": 0.156875,
+        "avg_iter": 9.7
+      },
+      "4.0": {
+        "fer": 0.04,
+        "ber": 0.02234375,
+        "avg_iter": 2.16
+      },
+      "5.0": {
+        "fer": 0.01,
+        "ber": 0.0059375,
+        "avg_iter": 1.29
+      },
+      "7.0": {
+        "fer": 0.0,
+        "ber": 0.0,
+        "avg_iter": 1.0
+      },
+      "10.0": {
+        "fer": 0.0,
+        "ber": 0.0,
+        "avg_iter": 1.0
+      }
+    },
+    "original": {
+      "2.0": {
+        "fer": 0.8,
+        "ber": 0.4025,
+        "avg_iter": 24.2
+      },
+      "3.0": {
+        "fer": 0.395,
+        "ber": 0.1975,
+        "avg_iter": 12.455
+      },
+      "4.0": {
+        "fer": 0.075,
+        "ber": 0.03453125,
+        "avg_iter": 3.175
+      },
+      "5.0": {
+        "fer": 0.13,
+        "ber": 0.06875,
+        "avg_iter": 4.77
+      },
+      "7.0": {
+        "fer": 0.01,
+        "ber": 0.0059375,
+        "avg_iter": 1.29
+      },
+      "10.0": {
+        "fer": 0.005,
+        "ber": 0.0025,
+        "avg_iter": 1.145
+      }
+    },
+    "peg_ring": {
+      "2.0": {
+        "fer": 0.935,
+        "ber": 0.4940625,
+        "avg_iter": 28.115
+      },
+      "3.0": {
+        "fer": 0.355,
+        "ber": 0.1796875,
+        "avg_iter": 11.295
+      },
+      "4.0": {
+        "fer": 0.035,
+        "ber": 0.016875,
+        "avg_iter": 2.015
+      },
+      "5.0": {
+        "fer": 0.02,
+        "ber": 0.01078125,
+        "avg_iter": 1.58
+      },
+      "7.0": {
+        "fer": 0.005,
+        "ber": 0.00296875,
+        "avg_iter": 1.145
+      },
+      "10.0": {
+        "fer": 0.0,
+        "ber": 0.0,
+        "avg_iter": 1.0
+      }
+    }
+  }
+}
\ No newline at end of file