From 9934b31712b4626dedf2f2f018a1475dfd3321ef Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Sh=C4=B1vank=20S=C4=B1ngh?= <shiv@Shvanks-MacBook-Air.local>
Date: Mon, 9 Oct 2023 13:27:08 +0200
Subject: [PATCH] Fixing Images

---
 content/2_inferring_flow.md                   |  19 +++++++++++++++---
 ...sson Equation.png => Poisson_Equation.png} | Bin
 ...c.png => Possion-Equation-Stream-Func.png} | Bin
 ...tream Func Vel.png => Stream-Func-Vel.png} | Bin
 4 files changed, 16 insertions(+), 3 deletions(-)
 rename figures/{Poisson Equation.png => Poisson_Equation.png} (100%)
 rename figures/{Possion Equation Stream Func.png => Possion-Equation-Stream-Func.png} (100%)
 rename figures/{Stream Func Vel.png => Stream-Func-Vel.png} (100%)

diff --git a/content/2_inferring_flow.md b/content/2_inferring_flow.md
index 9a3e6d1..9cf8c73 100644
--- a/content/2_inferring_flow.md
+++ b/content/2_inferring_flow.md
@@ -8,7 +8,7 @@ Reconstruction of the flow field from the simulated pressure field. The simulate
 
 The mathematical relationship between the pressure and an incompressible flow field is given by the pressure Poisson equation which in the two dimensional case is given by: 
 
- ```{figure} ../../figures/Poisson Equation.png
+ ```{figure} ../../figures/Poisson_Equation.png
 ---
 align: center
 ---
@@ -16,10 +16,23 @@ align: center
 ```
     
 In two dimensions the pressure Poisson equation can also be expressed by the stream function: 
-      ![Alt text](Possion Equation Stream Func.png)
+
+
+ ```{figure} ../../figures/Possion-Equation-Stream-Func.png
+---
+align: center
+---
+
+```
       
 The stream function is related to velocity by: 
-      ![Alt text](Stream Func Vel.png)
+
+ ```{figure} ../../figures/Stream-Func-Vel.png
+---
+align: center
+---
+
+```
 
 See further details here:[Link](https://www.iist.ac.in/sites/default/files/people/psi-omega.pdf)
 
diff --git a/figures/Poisson Equation.png b/figures/Poisson_Equation.png
similarity index 100%
rename from figures/Poisson Equation.png
rename to figures/Poisson_Equation.png
diff --git a/figures/Possion Equation Stream Func.png b/figures/Possion-Equation-Stream-Func.png
similarity index 100%
rename from figures/Possion Equation Stream Func.png
rename to figures/Possion-Equation-Stream-Func.png
diff --git a/figures/Stream Func Vel.png b/figures/Stream-Func-Vel.png
similarity index 100%
rename from figures/Stream Func Vel.png
rename to figures/Stream-Func-Vel.png
-- 
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