diff --git a/examples/decoding/quantum_surface.sh b/examples/decoding/quantum_surface.sh
index 46039b4..78fe3f6 100644
--- a/examples/decoding/quantum_surface.sh
+++ b/examples/decoding/quantum_surface.sh
@@ -14,21 +14,32 @@ pip install --no-index --upgrade pip
 pip install --no-index numpy scipy opt_einsum tqdm qecstruct more_itertools networkx matrex@git+https://github.com/quicophy/matrex
 
 # Define arrays of lattice sizes, bond dimensions, error rates, and seeds
-lattice_sizes=(3 5 7 9 11)
-bond_dims=(64 128 256)
-seeds=(123 124 125 126) # 4 random seeds
-num_experiments=25 # Per each random seed
+lattice_sizes=(13)
+bond_dims=(256)
+seeds=(
+    123 124 125 126 127 128 129 130 131 132
+    133 134 135 136 137 138 139 140 141 142
+    143 144 145 146 147 148 149 150 151 152
+    153 154 155 156 157 158 159 160 161 162
+    163 164 165 166 167 168 169 170 171 172
+    173 174 175 176 177 178 179 180 181 182
+    183 184 185 186 187 188 189 190 191 192
+    193 194 195 196 197 198 199 200 201 202
+    203 204 205 206 207 208 209 210 211 212
+    213 214 215 216 217 218 219 220 221 222
+) # 100 random seeds
+num_experiments=10 # Per each random seed
 error_model="Bit Flip" # Error model used in the experiments
 
 error_rates=()
-start=0.05
-end=0.15
-num_points=11
-step=$(echo "($end - $start) / ($num_points - 1)" | bc -l)
-for ((i=0; i<$num_points; i++))
+start=0.105
+end=0.115
+step=0.001
+current=$start
+while (( $(echo "$current <= $end" | bc -l) ))
 do
-    value=$(echo "$start + $i * $step" | bc -l)
-    error_rates+=($value)
+    error_rates+=($current)
+    current=$(echo "$current + $step" | bc -l)
 done
 
 # Create job submission scripts by iterating over combinations of the arguments
@@ -43,9 +54,9 @@ for seed in "${seeds[@]}"; do
                 # Create the job submission script
                 cat > "$job_script" <<EOS
 #!/bin/bash
-#SBATCH --time=24:00:00                                                                                           # Time limit (hh:mm:ss)
+#SBATCH --time=48:00:00                                                                                           # Time limit (hh:mm:ss)
 #SBATCH --cpus-per-task=1                                                                                         # Number of CPU cores per task
-#SBATCH --mem=32000                                                                                               # Memory per node
+#SBATCH --mem=64000                                                                                               # Memory per node
 #SBATCH --job-name=decoding-${lattice_size}-${bond_dim}-${error_rate}-${sanitized_error_model}-${seed}            # Descriptive job name
 #SBATCH --output=decoding-${lattice_size}-${bond_dim}-${error_rate}-${sanitized_error_model}-${seed}-%j.out       # Standard output and error log