diff --git a/README.md b/README.md
index 20adac3..7da9b8b 100644
--- a/README.md
+++ b/README.md
@@ -2,7 +2,7 @@
Function package for generating light transport properties in multiple scattering media
Nicholas Sbalbi, Qi Li, and Eric M. Furst
-
+
## Usage
@@ -31,15 +31,15 @@ _, _, _, _, [q, _, s_q, _, _, _, _, _] = mie_scattering(n_p, n_s, a_p, lambda_va
... = mie_scattering(n_p, n_s, a_p, lambda_vac, phi, sruct='SHS', optional_params=[0.2, 0.05])
```
-
+
-The code is sufficiently optimized so that 100+ calls to mie/rayleigh_scattering can occur in under a second. See mie_vs_rayleigh_l_star.py for an example of such, the results of which are shown below.
+The code is sufficiently optimized so that 100+ calls to mie/rayleigh_scattering can occur in under a second. See mie_vs_rayleigh_l_star.py for an example; the results are shown below.
-
+
## Other Resources
-Other great resources for scattering calculations can be found here:
+Other resources for scattering calculations can be found here:
* https://miepython.readthedocs.io/en/latest/index.html
* https://omlc.org/calc/mie_calc.html