From 9c1a5b9b99bb85de90764a1457b753db4f7b3302 Mon Sep 17 00:00:00 2001
From: David Preiss <davepreiss@gmail.com>
Date: Thu, 12 May 2022 17:01:00 +0000
Subject: [PATCH] Update README.md

---
 README.md | 6 ++++--
 1 file changed, 4 insertions(+), 2 deletions(-)

diff --git a/README.md b/README.md
index 808cca9..96ca389 100644
--- a/README.md
+++ b/README.md
@@ -10,13 +10,15 @@ Current carrying wires get boundary conditions, and in this case a single value
 
 For permanent magnets we can use the equations for point source [magnetic dipoles](https://en.wikipedia.org/wiki/Magnetic_moment):
 
-![alt_text](images/diySim1.png "diySim1")
+![alt_text](images/B_dipole.png "B_dipole")
 
 Magnetic dipoles get boundary conditions and a magnetization vector m, which can be applied to a magnetic region at any angle and magnitude within the XY plane. The dirac delta term is applied only if calculating magnetic field strength [inside a magnetic material](https://en.wikipedia.org/wiki/Magnetic_moment#Internal_magnetic_field_of_a_dipole).
 
 The rest is surprisingly simple and can be implemented in about 100 lines of code in Python. We can make a numpy array that computes the effect of any dipoles or current carrying wires on every location of a uniformly spaced grid of "elements." Each element is assigned a field strength in X and Y, and a material property such as air, magnet, or wire. By iterating across every field-producing element's effect on every other element, we can create vector fields representing magnetic field strength H like the one below, which shows a permanent magnet (red bounding box) with m pointing in -X, and a current carrying wire (green bounding box) with current flowing out of the page.
 
-![alt_text](images/simulation1.png "B_dipole")
+![alt_text](images/diySim1.png "diySim1")
+
+Examining the results above, there are some innacuracies and limitations worth noting for improvement:
 
 1) First let's note that there appears to be divergence on the left and right bounds of the permanent magnet where the field changes direction. I initially assumed that this was incorrect, but it turns out [H fields are indeed divergent](https://en.wikipedia.org/wiki/Magnetic_field#H-field_and_magnetic_materials) at the boundary of a magnet, and [Gauss's law for magnetism](https://en.wikipedia.org/wiki/Gauss%27s_law_for_magnetism) applies to magnetic flux density B, but not field strength H. This should really be apparent from the fact that H = B/u_0 - M, where the magnetization vector M is just a uniform vector field that sources from one side of the magnet and sinks into the other, as shown in the image linked to above.
 
-- 
GitLab