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@@ -103,7 +103,7 @@ Considering that registers in the 0.7 vector unit can hold up to 256 64 bit elem
 One can increase the number of iterations in the inner loop by increasing the neighbor distance threshold.
 This neighbor threshold is set automatically according to the interaction distance thresholds specified in the `pair_style lj/charmm/coul/long X Y` command.
 The largest interaction distance accepted by LAMMPS produced an average of 1290 inner loop iterations.
-It may be interesting to do some tests to see if the performance improves with higher inner  loop iteration counts.
+It may be interesting to do some tests to see how higher inner loop iteration counts affect performance when comparing with the serial version.
 
 | input line | inner loop avg. iterations |
 | ---------- | -------------------------- |
@@ -119,17 +119,20 @@ Vectorization is based on SIMD processing (single instruction, multiple data), b
 With the RISC-V vector extension, this can be overcame with the help of masked instructions, which allows restricting writing the result of a vector instructions to only certain elements using a bitmask.
 
 For instance, which proportion of the atom pair interactions (or inner loop iterations) belong to the *do nothing* group?
-Even when using masked instructions to avoid updating *do nothing* itneractions, instructions take some time to execute.
+Even when using masked instructions to avoid updating *do nothing* interactions, instructions take some time to execute.
 So, as opposed to the serial version, a *do nothing* interactions has the same cost in time as any other atom in the vectorized version with masked instructions.
 
 Before starting working on the vectorization, the code was modified to count the number of interactions that belong to each category.
 The flowchart shows the average number number of interactions (for a single `i` atom in a timestep) that belong to each category, and the arrows show the same information in percentage form.
-Black values show data for the default protein input, while red values correspond to the modified input described in section 
-
+Black values show data for the default protein input, while red values correspond to the modified input described in section *Loop size*.
 
+The modified input manages to reduce the proportion of interactions that belong to the *do nothing* and *slow* categories.
+It may be interesting to test how the performance of the modified input affects performance compared to the serial version.
 
 ### Managing 32 bit and 64 data types
 
+
+
 atom_vec.h -> contains `**x` and `**f` (3D)
 neigh_list.h -> contains `**firstneigh` (for each i, store array of neighbors j)
 PairLJCharmmCoulLong::settings ->