Update README.md

README.md

@@ -19,9 +19,9 @@ Atom-Photon Coupling in Birefringent Fabry-Perot Cavities. [_arXiv:1804.08526_ (
 
 The IPython notebooks contain considerable overlap with one another and can best be thought of as three versions of the same notebook, tailored towards modelling variations of our atom-cavity system.  Although specific functionality is included in only some of the notebooks (i.e. where I think it is most useful), it is a straightforward task to mix-and-match this for a custom model that you might be interested in.
 
-- [vStirap-3lvl.ipyn](vStirap-3lvl.ipynb) - A simplified model that considers only the three atomic states that form our $\Lambda$-system (plus one additonal `dark' state for additional atomic decay).  Cavity birefringence effects are included, however as the simple atomic structure is not representative of a particular atom, nonlinear Zeeman effects are neglected.
+- [vStirap-3lvl.ipyn](vStirap-3lvl.ipynb) - A simplified model that considers only the three atomic states that form our lambda-system (plus one additonal `dark' state for additional atomic decay).  Cavity birefringence effects are included, however as the simple atomic structure is not representative of a particular atom, nonlinear Zeeman effects are neglected.
 
-- [vStirap-zeeman-scheme.ipyn](vStirap-zeeman-scheme.ipynb) - For models that use all (or any subset) of the excited manifold and only the ground $F=1,m_F=0,\pm1$ sublevels.  As driving tranistions between these magentic sublevels often reuqires an external field to lift their degeneracy, nonlinear Zeeman effects are included along with cavity birefringence effects.
+- [vStirap-zeeman-scheme.ipyn](vStirap-zeeman-scheme.ipynb) - For models that use all (or any subset) of the excited manifold and only the ground F=1,m_F={0,+/-1} sublevels.  As driving tranistions between these magentic sublevels often reuqires an external field to lift their degeneracy, nonlinear Zeeman effects are included along with cavity birefringence effects.
 
 - [vStirap-hyperfine-scheme.ipyn](vStirap-hyperfine-scheme.ipynb) - For models that use all (or any subset) of both the excited and ground state manifolds.  Nonlinear Zeeman effects are included as above, however as all atomic levels can, in principle, be included in the model cavity birefringence effects are neglected in order that the dimension of our modelled Hilbert space does not get too unwieldy.  Additionally this notebook contains some examples of driving two-laser STIRAP transitions, where the cavity coupling is not required, to prepare or repump the atom in the desired state.  Some simple analysis of the system evolution for many emission+rempumping cycles is also included.
 
@@ -37,7 +37,7 @@ Other than standard libraries (numpy, matplot lib etc.) the IPython notebooks re
 
 For Mathematica, [87rb-d2-in-B-field.nb](mathematica/87rb-d2-in-B-field.nb) requires the [Atomic Density Matrix (ADM)](http://rochesterscientific.com/ADM/) package.
 
-####Patch for QuTiP as of 05/09/2018
+#### Patch for QuTiP as of 05/09/2018
 
 _Please note, the below is my speculation, I don't pretend to know the QuTiP package in detail, but for what it is worth..._