Index: sansmodels/src/sans/models/media/model_functions.html
===================================================================
--- sansmodels/src/sans/models/media/model_functions.html	(revision 6246e007be76112a64e2148fc046b0743901bf66)
+++ sansmodels/src/sans/models/media/model_functions.html	(revision 57eab9e4ce7fe9bfee2313128cf615bbf6b42c81)
@@ -444,7 +444,5 @@
 {margin-bottom:0in;}
 -->
-</style><title></title>
-
-</head>
+</style><title></title></head>
 <body lang="EN-US" link="blue" vlink="purple">
 <div class="WordSection1">
@@ -533,9 +531,9 @@
 particle:</p>
 <p class="MsoNormal">&nbsp;</p>
-<p class="MsoNormal" style="text-align: center;" align="center"><span style="position: relative; top: 12pt;"><img src="image001.gif" height="43" width="192"></span>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;
+<p class="MsoNormal" style="text-align: center;" align="center"><span style="position: relative; top: 12pt;"><img src="image001.PNG" ></span>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;
 </p>
 <p class="MsoNormal" style="text-align: center;" align="center">&nbsp;</p>
 <p class="MsoNormal">with</p>
-<p class="MsoNormal" style="text-align: center;" align="center"><span style="position: relative; top: 8pt;"><img src="image002.gif" height="29" width="159"></span>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;</p>
+<p class="MsoNormal" style="text-align: center;" align="center"><span style="position: relative; top: 8pt;"><img src="image002.PNG" ></span>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;</p>
 <p class="MsoNormal" style="text-align: center;" align="center">&nbsp;</p>
 <p class="MsoNormal">where <i>P</i><sub>0</sub><i>(<b>q</b>)</i>
@@ -552,5 +550,5 @@
 particle
 volume fraction:<span style="position: relative; top: 5pt;">
-<img src="image003.gif" height="21" width="92"></span>.</p>
+<img src="image003.PNG" ></span>.</p>
 <p class="MsoNormal">&nbsp;</p>
 <p class="MsoNormal">Our so-called 1D scattering intensity
@@ -590,5 +588,5 @@
 way (Guinier, 1955):</p>
 <p class="MsoNormal">&nbsp;</p>
-<p class="MsoNormal" style="text-align: center;" align="center"><span style="position: relative; top: 16pt;"><img src="image004.gif" height="53" width="337"></span>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;
+<p class="MsoNormal" style="text-align: center;" align="center"><span style="position: relative; top: 16pt;"><img src="image004.PNG" ></span>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;
 </p>
 <p class="MsoNormal" style="text-align: center;" align="center">&nbsp;</p>
@@ -728,5 +726,5 @@
 calculation is an exact multi-component solution:</p>
 <p class="MsoNormal">&nbsp;</p>
-<p class="MsoNormal" style="text-align: center;" align="center"><span style="position: relative; top: 5pt;"><img src="image006.gif" height="25" width="479"></span></p>
+<p class="MsoNormal" style="text-align: center;" align="center"><span style="position: relative; top: 5pt;"><img src="image006.PNG" ></span></p>
 <p class="MsoNormal" style="text-align: center;" align="center">&nbsp;</p>
 <p class="MsoNormal" style="text-align: center;" align="center">&nbsp;</p>
@@ -742,5 +740,5 @@
 <p class="MsoNormal">&nbsp;</p>
 <p class="MsoNormal">&nbsp;</p>
-<p class="MsoNormal" style="text-align: center;" align="center"><span style="position: relative; top: 24pt;"><img src="image007.gif" height="98" width="248"></span>.</p>
+<p class="MsoNormal" style="text-align: center;" align="center"><span style="position: relative; top: 24pt;"><img src="image007.PNG" ></span>.</p>
 <p class="MsoNormal" style="text-align: center;" align="center">&nbsp;</p>
 <p class="MsoNormal" style="text-align: center;" align="center">&nbsp;</p>
@@ -748,5 +746,5 @@
 <p class="MsoNormal">The 2D scattering intensity is the
 same as 1D, regardless of
-the orientation of the <i>q</i> vector which is defined as<span style="font-size: 14pt; position: relative; top: 8pt;"><img src="image008.gif" height="33" width="103"></span><span style="font-size: 14pt;">.</span></p>
+the orientation of the <i>q</i> vector which is defined as<span style="font-size: 14pt; position: relative; top: 8pt;"><img src="image008.PNG" ></span><span style="font-size: 14pt;">.</span></p>
 <p class="MsoNormal">&nbsp;</p>
 <p class="MsoNormal">&nbsp;</p>
@@ -906,5 +904,5 @@
 calculated as:</p>
 <p class="MsoNormal">&nbsp;</p>
-<p class="MsoNormal" style="text-align: center;" align="center"><span style="position: relative; top: 12pt;"><img src="image010.gif" height="41" width="233"></span></p>
+<p class="MsoNormal" style="text-align: center;" align="center"><span style="position: relative; top: 12pt;"><img src="image010.PNG" ></span></p>
 <p class="MsoNormal">&nbsp;</p>
 <p class="MsoNormal">where the amplitude A(q) is given as
@@ -914,5 +912,5 @@
 <p class="MsoNormal">&nbsp;</p>
 <p class="MsoNormal">&nbsp;</p>
-<p class="MsoNormal" style="text-align: center;" align="center"><span style="position: relative; top: 18pt;"><img src="image011.gif" height="56" width="315"></span></p>
+<p class="MsoNormal" style="text-align: center;" align="center"><span style="position: relative; top: 18pt;"><img src="image011.PNG" ></span></p>
 <p class="MsoNormal">&nbsp;</p>
 <p class="MsoNormal">&nbsp;</p>
@@ -949,5 +947,5 @@
 <p class="MsoNormal">For 2D data: The 2D scattering
 intensity is calculated in
-the same way as 1D, where the <i>q</i> vector is defined as<span style="font-size: 14pt; position: relative; top: 8pt;"><img src="image008.gif" height="33" width="103"></span><span style="font-size: 14pt;">.</span></p>
+the same way as 1D, where the <i>q</i> vector is defined as<span style="font-size: 14pt; position: relative; top: 8pt;"><img src="image008.PNG" ></span><span style="font-size: 14pt;">.</span></p>
 <p class="MsoNormal">&nbsp;</p>
 <p class="MsoNormal">REFERENCE</p>
@@ -1069,5 +1067,5 @@
 way (Guinier, 1955):</p>
 <p class="MsoNormal">&nbsp;</p>
-<p class="MsoNormal" style="text-align: center;" align="center"><span style="position: relative; top: 16pt;"><img src="image013.gif" height="55" width="642"></span>&nbsp;</p>
+<p class="MsoNormal" style="text-align: center;" align="center"><span style="position: relative; top: 16pt;"><img src="image013.PNG" ></span>&nbsp;</p>
 <p class="MsoNormal" style="text-align: center;" align="center">&nbsp;</p>
 <p class="MsoNormal" style="text-align: center;" align="center">&nbsp;</p>
@@ -1651,5 +1649,5 @@
 way (Guinier, 1955):</p>
 <p class="MsoNormal">&nbsp;</p>
-<p class="MsoNormal" style="text-align: center;" align="center"><span style="position: relative; top: 16pt;"><img src="image017.gif" height="54" width="448"></span>&nbsp;</p>
+<p class="MsoNormal" style="text-align: center;" align="center"><span style="position: relative; top: 16pt;"><img src="image017.PNG"></span>&nbsp;</p>
 <p class="MsoNormal" style="text-align: center;" align="center">&nbsp;</p>
 <p class="MsoNormal" style="text-align: center;" align="center">&nbsp;</p>
@@ -1685,5 +1683,5 @@
 above, regardless of the orientation of the <i>q</i>
 vector&nbsp; which is
-defined as<span style="font-size: 14pt; position: relative; top: 8pt;"><img src="image008.gif" height="33" width="103"></span><span style="font-size: 14pt;">.</span></p>
+defined as<span style="font-size: 14pt; position: relative; top: 8pt;"><img src="image008.PNG" ></span><span style="font-size: 14pt;">.</span></p>
 <p class="MsoNormal">For P*S: The outer most radius (=
 radius + thickness) is
@@ -1821,5 +1819,5 @@
 <p class="MsoNormal">The 2D scattering intensity is the
 same as 1D, regardless of
-the orientation of the <i>q</i> vector which is defined as<span style="font-size: 14pt; position: relative; top: 8pt;"><img src="image008.gif" height="33" width="103"></span><span style="font-size: 14pt;">.</span></p>
+the orientation of the <i>q</i> vector which is defined as<span style="font-size: 14pt; position: relative; top: 8pt;"><img src="image008.PNG" ></span><span style="font-size: 14pt;">.</span></p>
 <p class="MsoNormal">For P*S: The outer most radius (=
 core_radius +
@@ -2267,13 +2265,13 @@
 <p class="MsoNormal"><span style="font-size: 12pt; font-family: &quot;Times New Roman&quot;,&quot;serif&quot;;"><img src="image024.gif" height="41" width="200"></span></p>
 <p class="MsoNormal">so that</p>
-<p class="MsoNormal" style="text-align: center;" align="center"><span style="font-size: 12pt; font-family: &quot;Times New Roman&quot;,&quot;serif&quot;;"><img src="image044.gif" height="87" width="519"></span></p>
-<p class="MsoNormal" style="text-align: center;" align="center">&nbsp;</p>
-<p class="MsoNormal" style="text-align: center;" align="center"><span style="font-size: 12pt; font-family: &quot;Times New Roman&quot;,&quot;serif&quot;;"><img src="image045.gif" height="54" width="315"></span></p>
-<p class="MsoNormal" style="text-align: center;" align="center">&nbsp;</p>
-<p class="MsoNormal" style="text-align: center;" align="center"><span style="font-size: 12pt; font-family: &quot;Times New Roman&quot;,&quot;serif&quot;;"><img src="image046.gif" height="50" width="312"></span></p>
-<p class="MsoNormal" style="text-align: center;" align="center"><span style="font-size: 12pt; font-family: &quot;Times New Roman&quot;,&quot;serif&quot;;"><img src="image047.gif" height="105" width="624"></span></p>
-<p class="MsoNormal" style="text-align: center;" align="center"><span style="font-size: 12pt; font-family: &quot;Times New Roman&quot;,&quot;serif&quot;;"><img src="image048.gif" height="46" width="440"></span></p>
-<p class="MsoNormal">&nbsp;</p>
-<p class="MsoNormal"><span style="font-size: 12pt; font-family: &quot;Times New Roman&quot;,&quot;serif&quot;;"><img src="image027.gif" height="89" width="466"></span></p>
+<p class="MsoNormal" style="text-align: center;" align="center"><span style="font-size: 12pt; font-family: &quot;Times New Roman&quot;,&quot;serif&quot;;"><img src="image044.gif" ></span></p>
+<p class="MsoNormal" style="text-align: center;" align="center">&nbsp;</p>
+<p class="MsoNormal" style="text-align: center;" align="center"><span style="font-size: 12pt; font-family: &quot;Times New Roman&quot;,&quot;serif&quot;;"><img src="image045.gif" ></span></p>
+<p class="MsoNormal" style="text-align: center;" align="center">&nbsp;</p>
+<p class="MsoNormal" style="text-align: center;" align="center"><span style="font-size: 12pt; font-family: &quot;Times New Roman&quot;,&quot;serif&quot;;"><img src="image046.gif" ></span></p>
+<p class="MsoNormal" style="text-align: center;" align="center"><span style="font-size: 12pt; font-family: &quot;Times New Roman&quot;,&quot;serif&quot;;"><img src="image047.gif" ></span></p>
+<p class="MsoNormal" style="text-align: center;" align="center"><span style="font-size: 12pt; font-family: &quot;Times New Roman&quot;,&quot;serif&quot;;"><img src="image048.gif" ></span></p>
+<p class="MsoNormal">&nbsp;</p>
+<p class="MsoNormal"><span style="font-size: 12pt; font-family: &quot;Times New Roman&quot;,&quot;serif&quot;;"><img src="image027.gif" ></span></p>
 <p class="MsoNormal">&nbsp;</p>
 <p class="MsoNormal">&nbsp;</p>
@@ -2287,5 +2285,5 @@
 <p class="MsoListParagraph" style="text-indent: -0.25in;">1)<span style="font-family: &quot;Times New Roman&quot;; font-style: normal; font-variant: normal; font-weight: normal; font-size: 7pt; line-height: normal; font-size-adjust: none; font-stretch: normal;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;
 </span>Exp;&nbsp;&nbsp;&nbsp; </p>
-<p class="MsoNormal"><span style="font-size: 12pt; font-family: &quot;Times New Roman&quot;,&quot;serif&quot;;"><img src="image049.gif" height="98" width="379"></span></p>
+<p class="MsoNormal"><span style="font-size: 12pt; font-family: &quot;Times New Roman&quot;,&quot;serif&quot;;"><img src="image049.gif" ></span></p>
 <p class="MsoNormal">&nbsp;</p>
 <p class="MsoListParagraph" style="text-indent: -0.25in;">2)<span style="font-family: &quot;Times New Roman&quot;; font-style: normal; font-variant: normal; font-weight: normal; font-size: 7pt; line-height: normal; font-size-adjust: none; font-stretch: normal;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;
@@ -2293,5 +2291,5 @@
 <p class="MsoNormal" style="margin-left: 0.25in;">&nbsp;</p>
 <p class="MsoListParagraph">&nbsp;</p>
-<p class="MsoNormal"><span style="font-size: 12pt; font-family: &quot;Times New Roman&quot;,&quot;serif&quot;;"><img src="image050.gif" height="71" width="337"></span></p>
+<p class="MsoNormal"><span style="font-size: 12pt; font-family: &quot;Times New Roman&quot;,&quot;serif&quot;;"><img src="image050.gif" ></span></p>
 <p class="MsoNormal">&nbsp;</p>
 <p class="MsoNormal">&nbsp;</p>
@@ -2299,5 +2297,5 @@
 </span>Erf;</p>
 <p class="MsoNormal" style="margin-left: 0.25in;">&nbsp;</p>
-<p class="MsoListParagraph"><span style="font-size: 12pt; font-family: &quot;Times New Roman&quot;,&quot;serif&quot;;"><img src="image051.gif" height="92" width="370"></span></p>
+<p class="MsoListParagraph"><span style="font-size: 12pt; font-family: &quot;Times New Roman&quot;,&quot;serif&quot;;"><img src="image051.gif" ></span></p>
 <p class="MsoListParagraph">&nbsp;</p>
 <p class="MsoListParagraph">&nbsp;</p>
@@ -2323,5 +2321,5 @@
 <p class="MsoNormal">&nbsp;</p>
 <p class="MsoNormal">In the equation, </p>
-<p class="MsoNormal"><span style="font-size: 12pt; font-family: &quot;Times New Roman&quot;,&quot;serif&quot;;"><img src="image055.gif" height="99" width="237"></span></p>
+<p class="MsoNormal"><span style="font-size: 12pt; font-family: &quot;Times New Roman&quot;,&quot;serif&quot;;"><img src="image055.gif" ></span></p>
 <p class="MsoNormal">&nbsp;</p>
 <p class="MsoNormal">&nbsp;</p>
@@ -2329,11 +2327,11 @@
 calculated by</p>
 <p class="MsoNormal">&nbsp;</p>
-<p class="MsoNormal"><span style="font-size: 12pt; font-family: &quot;Times New Roman&quot;,&quot;serif&quot;;"><img src="image037.gif" height="21" width="143"></span></p>
+<p class="MsoNormal"><span style="font-size: 12pt; font-family: &quot;Times New Roman&quot;,&quot;serif&quot;;"><img src="image037.gif" ></span></p>
 <p class="MsoNormal">where </p>
 <p class="MsoNormal">&nbsp;</p>
-<p class="MsoNormal"><span style="font-size: 12pt; font-family: &quot;Times New Roman&quot;,&quot;serif&quot;;"><img src="image038.gif" height="21" width="144"></span></p>
+<p class="MsoNormal"><span style="font-size: 12pt; font-family: &quot;Times New Roman&quot;,&quot;serif&quot;;"><img src="image038.gif" ></span></p>
 <p class="MsoNormal"><span style="font-family: Symbol;">&nbsp;</span></p>
 <p class="MsoNormal"><span style="font-family: Symbol;">&nbsp;</span></p>
-<p class="MsoNormal" style="text-align: center;" align="center"><span style="font-family: Symbol;"><img id="Object 20" src="image056.gif" height="479" width="624"></span></p>
+<p class="MsoNormal" style="text-align: center;" align="center"><span style="font-family: Symbol;"><img id="Object 20" src="image056.gif" ></span></p>
 <p class="MsoNormal" style="text-align: center;" align="center"><span style="font-family: Symbol;">&nbsp;</span></p>
 <p class="MsoNormal">&nbsp;</p>
@@ -2342,5 +2340,5 @@
 above, regardless of the orientation of the <i>q</i>
 vector&nbsp; which is
-defined as<span style="font-size: 12pt; font-family: &quot;Times New Roman&quot;,&quot;serif&quot;; position: relative; top: 4.5pt;"><img src="image040.gif" height="23" width="111"></span><span style="font-size: 14pt;">.</span></p>
+defined as<span style="font-size: 12pt; font-family: &quot;Times New Roman&quot;,&quot;serif&quot;; position: relative; top: 4.5pt;"><img src="image040.gif" ></span><span style="font-size: 14pt;">.</span></p>
 <p class="MsoNormal">&nbsp;</p>
 <p class="MsoNormal">For P*S: The outer most radius is
@@ -2871,7 +2869,7 @@
 <p class="MsoNormal">&nbsp;</p>
 <p class="MsoNormal">&nbsp;</p>
-<p class="MsoNormal" style="text-align: center;" align="center"><span style="position: relative; top: 12pt;"><img src="image059.gif" height="41" width="184"></span>&nbsp;
+<p class="MsoNormal" style="text-align: center;" align="center"><span style="position: relative; top: 12pt;"><img src="image059.PNG" ></span>&nbsp;
 </p>
-<p class="MsoNormal" style="text-align: center;" align="center"><span style="position: relative; top: 14pt;"><img src="image060.gif" height="45" width="373"></span>&nbsp;&nbsp;
+<p class="MsoNormal" style="text-align: center;" align="center"><span style="position: relative; top: 14pt;"><img src="image060.PNG" ></span>&nbsp;&nbsp;
 </p>
 <p class="MsoNormal" style="text-align: center;" align="center">&nbsp;</p>
@@ -3015,5 +3013,5 @@
 randomly oriented cylinders is then given by:</p>
 <p class="MsoNormal">&nbsp;</p>
-<p class="MsoNormal" style="text-align: center;" align="center"><a name="_Ref173306528"></a><a name="_Ref173306479"></a><span style="position: relative; top: 16pt;"><img src="image063.gif" height="56" width="253"></span>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;
+<p class="MsoNormal" style="text-align: center;" align="center"><a name="_Ref173306528"></a><a name="_Ref173306479"></a><span style="position: relative; top: 16pt;"><img src="image063.PNG" ></span>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;
 </p>
 <p class="MsoNormal">&nbsp;</p>
@@ -3043,5 +3041,5 @@
 done by evaluating the following:</p>
 <p class="MsoNormal">&nbsp;</p>
-<p class="MsoNormal" style="text-align: center;" align="center"><span style="position: relative; top: 16pt;"><img src="image064.gif" height="51" width="244"></span>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;
+<p class="MsoNormal" style="text-align: center;" align="center"><span style="position: relative; top: 16pt;"><img src="image064.PNG" ></span>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;
 </p>
 <p class="MsoNormal" style="text-align: center;" align="center">&nbsp;</p>
@@ -3102,6 +3100,6 @@
 oriented core-shell cylinders is given by (Kline, 2006):</p>
 <p class="MsoNormal">&nbsp;</p>
-<p class="MsoNormal" style="text-align: center;" align="center"><span style="position: relative; top: 15pt;"><img src="image067.gif" height="45" width="184"></span>&nbsp;</p>
-<p class="MsoNormal" style="text-align: center;" align="center"><span style="position: relative; top: 32pt;"><img src="image068.gif" height="93" width="476"></span>&nbsp;</p>
+<p class="MsoNormal" style="text-align: center;" align="center"><span style="position: relative; top: 15pt;"><img src="image067.PNG" ></span>&nbsp;</p>
+<p class="MsoNormal" style="text-align: center;" align="center"><span style="position: relative; top: 32pt;"><img src="image068.PNG" ></span>&nbsp;</p>
 <p class="MsoNormal" style="text-align: center;" align="center">&nbsp;</p>
 <p class="MsoNormal" style="text-align: center;" align="center">&nbsp;</p>
@@ -3534,7 +3532,7 @@
 way (Guinier, 1955):</p>
 <p class="MsoNormal">&nbsp;</p>
-<p class="MsoNormal" style="text-align: center;" align="center"><span style="position: relative; top: 44pt;"><img src="image072.gif" height="176" width="514"></span>&nbsp;&nbsp;</p>
-<p class="MsoNormal" style="text-align: center;" align="center">&nbsp;</p>
-<p class="MsoNormal" style="text-align: right;" align="right">&nbsp;</p>
+<p class="MsoNormal" style="text-align: center;" align="center"><img src="image072.PNG" ></p>
+<br>
+<nr>
 <p class="MsoNormal">where <i>scale</i> is a
 scale factor, <i>J<sub>1</sub></i>
@@ -3941,5 +3939,5 @@
 <p class="MsoNormal">For 2D data: The 2D scattering
 intensity is calculated in
-the same way as 1D, where the <i>q</i> vector is defined as<span style="font-size: 14pt; position: relative; top: 8pt;"><img src="image008.gif" height="33" width="103"></span><span style="font-size: 14pt;">.</span></p>
+the same way as 1D, where the <i>q</i> vector is defined as<span style="font-size: 14pt; position: relative; top: 8pt;"><img src="image008.PNG" ></span><span style="font-size: 14pt;">.</span></p>
 <p class="MsoNormal">&nbsp;</p>
 <p class="MsoNormal">REFERENCE</p>
@@ -4096,5 +4094,5 @@
 <p class="MsoNormal">The 2D scattering intensity is the
 same as 1D, regardless of
-the orientation of the <i>q</i> vector which is defined as<span style="font-size: 14pt; position: relative; top: 8pt;"><img src="image008.gif" height="33" width="103"></span><span style="font-size: 14pt;">.</span></p>
+the orientation of the <i>q</i> vector which is defined as<span style="font-size: 14pt; position: relative; top: 8pt;"><img src="image008.PNG" ></span><span style="font-size: 14pt;">.</span></p>
 <p class="MsoNormal"><span style="font-size: 14pt;">&nbsp;</span></p>
 <p class="MsoNormal">&nbsp;</p>
@@ -4110,8 +4108,8 @@
 <p class="MsoNormal">The scattering intensity I(q) is:</p>
 <p class="MsoNormal">&nbsp;</p>
-<p class="MsoNormal" style="text-align: center;" align="center"><span style="position: relative; top: 9pt;"><img src="image081.gif" height="38" width="514"></span></p>
+<p class="MsoNormal" style="text-align: center;" align="center"><span style="position: relative; top: 9pt;"><img src="image081.PNG" ></span></p>
 <p class="MsoNormal" style="text-align: center;" align="center">&nbsp;</p>
 <p class="MsoNormal">where the contrast,</p>
-<p class="MsoNormal" style="text-align: center;" align="center"><span style="position: relative; top: 6pt;"><img src="image082.gif" height="24" width="115"></span></p>
+<p class="MsoNormal" style="text-align: center;" align="center"><span style="position: relative; top: 6pt;"><img src="image082.PNG" ></span></p>
 <p class="MsoNormal" style="text-align: center;" align="center">&nbsp;</p>
 <p class="MsoNormal">&nbsp;</p>
@@ -4123,14 +4121,12 @@
 disc, respectively.</p>
 <p class="MsoNormal">&nbsp;</p>
-<p class="MsoNormal">&nbsp;</p>
-<p class="MsoNormal" style="text-align: center;" align="center"><span style="position: relative; top: 39pt;"><img src="image083.gif" height="113" width="424"></span></p>
-<p class="MsoNormal" style="text-align: center;" align="center">&nbsp;</p>
-<p class="MsoNormal" style="text-align: center;" align="center">&nbsp;</p>
-<p class="MsoNormal">where d = thickness of the layer
+<p class="MsoNormal" style="text-align: center;" align="center"><img src="image083.PNG" ></p>
+<br><br>
+<p class="MsoNormal"></p><p class="MsoNormal">where d = thickness of the layer
 (layer_thick), 2h= core
 thickness (core_thick),&nbsp; and R = radius of the disc (radius).</p>
-<p class="MsoNormal">&nbsp;</p>
-<p class="MsoNormal">&nbsp;</p>
-<p class="MsoNormal" style="text-align: center;" align="center"><span style="position: relative; top: 14pt;"><img src="image084.gif" height="46" width="399"></span></p>
+
+<p class="MsoNormal">&nbsp;</p>
+<p class="MsoNormal" style="text-align: center;" align="center"><span style="position: relative; top: 14pt;"><img src="image084.PNG" ></span></p>
 <p class="MsoNormal" style="text-align: center;" align="center">&nbsp;</p>
 <p class="MsoNormal">&nbsp;</p>
@@ -4343,9 +4339,9 @@
 c=C/B&gt;1, the form factor,</p>
 <p class="MsoNormal">&nbsp;</p>
-<p class="MsoNormal" style="text-align: center;" align="center"><span style="position: relative; top: 48pt;"><img src="image088.gif" height="145" width="360"></span></p>
+<p class="MsoNormal" style="text-align: center;" align="center"><span style="position: relative; top: 48pt;"><img src="image088.PNG" ></span></p>
 <p class="MsoNormal" style="text-align: center;" align="center">&nbsp;</p>
 <p class="MsoNormal">The contrast is defined as</p>
 <p class="MsoNormal">&nbsp;</p>
-<p class="MsoNormal" style="text-align: center;" align="center"><span style="position: relative; top: 6pt;"><img src="image089.gif" height="24" width="117"></span></p>
+<p class="MsoNormal" style="text-align: center;" align="center"><span style="position: relative; top: 6pt;"><img src="image089.PNG" ></span></p>
 <p class="MsoNormal" style="text-align: center;" align="center">&nbsp;</p>
 <p class="MsoNormal">&nbsp;</p>
@@ -4546,5 +4542,5 @@
 <p class="MsoNormal">The volume of the solid is:</p>
 <p class="MsoNormal">&nbsp;</p>
-<p class="MsoNormal"><span style="position: relative; top: 5pt;"><img src="image095.gif" height="23" width="180"></span></p>
+<p class="MsoNormal"><span style="position: relative; top: 5pt;"><img src="image095.PNG" ></span></p>
 <p class="MsoNormal">meaning that there are "gaps" at the
 corners of
@@ -4851,14 +4847,12 @@
 <p class="MsoNormal">The function calculated is:</p>
 <p class="MsoNormal">&nbsp;</p>
-<p class="MsoNormal" style="text-align: center;" align="center"><span style="position: relative; top: 16pt;"><img src="image099.gif" height="46" width="377"></span>&nbsp;</p>
+<p class="MsoNormal" style="text-align: center;" align="center"><span style="position: relative; top: 16pt;"><img src="image099.PNG" ></span>&nbsp;</p>
 <p class="MsoNormal" style="text-align: center;" align="center">&nbsp;</p>
 <p class="MsoNormal" style="text-align: center;" align="center">&nbsp;</p>
 <p class="MsoNormal">with the functions:</p>
-<p class="MsoNormal">&nbsp;</p>
-<p class="MsoNormal" style="text-align: center;" align="center"><span style="position: relative; top: 39pt;"><img src="image100.gif" height="114" width="297"></span>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;
-(13)</p>
-<p class="MsoNormal" style="text-align: center;" align="center">&nbsp;</p>
-<p class="MsoNormal" style="text-align: center;" align="center">&nbsp;</p>
-<p class="MsoNormal" style="text-align: center;" align="center">&nbsp;</p>
+<br>
+<p class="MsoNormal" style="text-align: center;" align="center"><img src="image100.PNG" >
+</p><br>
+
 <p class="MsoNormal">and the angle psi is defined as the
 orientation of the major
@@ -5096,14 +5090,10 @@
 calculated as:</p>
 <p class="MsoNormal">&nbsp;</p>
-<p class="MsoNormal" style="text-align: center;" align="center"><span style="position: relative; top: 12pt;"><img src="image106.gif" height="41" width="285"></span></p>
+<p class="MsoNormal" style="text-align: center;" align="center"><span style="position: relative; top: 12pt;"><img src="image106.PNG" ></span></p>
 <p class="MsoNormal">&nbsp;</p>
 <p class="MsoNormal">where the amplitude A(q) is given as:</p>
-<p class="MsoNormal">&nbsp;</p>
-<p class="MsoNormal">&nbsp;</p>
-<p class="MsoNormal" style="text-align: center;" align="center"><span style="position: relative; top: 52pt;"><img src="image107.gif" height="144" width="288"></span></p>
-<p class="MsoNormal">&nbsp;</p>
-<p class="MsoNormal">&nbsp;</p>
-<p class="MsoNormal"></p>
-<p class="MsoNormal"></p>
+<br>
+<p class="MsoNormal" style="text-align: center;" align="center"><img src="image107.PNG" ></p>
+<br>
 <p class="MsoNormal">The &lt; &gt; brackets denote
 an average of the structure
@@ -5485,11 +5475,11 @@
 <p class="MsoNormal">&nbsp;</p>
 <p class="MsoNormal">&nbsp;</p>
-<p class="MsoCaption" style="text-align: center;" align="center"><span style="position: relative; top: 12pt;"><img src="image059.gif" height="41" width="184"></span>&nbsp;&nbsp;
+<p class="MsoCaption" style="text-align: center;" align="center"><span style="position: relative; top: 12pt;"><img src="image059.PNG" ></span>&nbsp;&nbsp;
 </p>
 <p class="MsoNormal">&nbsp;</p>
-<p class="MsoCaption" style="text-align: center;" align="center"><span style="position: relative; top: 15pt;"><img src="image119.gif" height="47" width="371"></span>&nbsp;&nbsp;&nbsp;
+<p class="MsoCaption" style="text-align: center;" align="center"><span style="position: relative; top: 15pt;"><img src="image119.PNG" ></span>&nbsp;&nbsp;&nbsp;
 </p>
 <p class="MsoNormal">&nbsp;</p>
-<p class="MsoCaption" style="text-align: center;" align="center"><span style="position: relative; top: 6pt;"><img src="image120.gif" height="29" width="272"></span>&nbsp;&nbsp;&nbsp;&nbsp;
+<p class="MsoCaption" style="text-align: center;" align="center"><span style="position: relative; top: 6pt;"><img src="image120.PNG" ></span>&nbsp;&nbsp;&nbsp;&nbsp;
 </p>
 <p class="MsoNormal">&nbsp;</p>
@@ -5746,9 +5736,7 @@
 absolute scale. </p>
 <p class="MsoNormal">The form factor calculated is:</p>
-<p class="MsoNormal">&nbsp;</p>
-<p class="MsoNormal" style="text-align: center;" align="center"><span style="position: relative; top: 48pt;"><img src="image126.gif" height="137" width="334"></span></p>
-<p class="MsoNormal" style="text-align: center;" align="center">&nbsp;</p>
-<p class="MsoNormal">&nbsp;</p>
-<p class="MsoNormal">&nbsp;</p>
+<br>
+<p class="MsoNormal" style="text-align: center;" align="center"><img src="image126.PNG" ></p>
+<br>
 <p class="MsoNormal">To provide easy access to the
 orientation of the coreshell
@@ -5943,5 +5931,5 @@
 <p class="MsoNormal">The form factor calculated is:</p>
 <p class="MsoNormal">&nbsp;</p>
-<p class="MsoNormal" style="text-align: center;" align="center"><span style="position: relative; top: 33pt;"><img src="image129.gif" height="97" width="472"></span></p>
+<p class="MsoNormal" style="text-align: center;" align="center"><span style="position: relative; top: 33pt;"><img src="image129.PNG" ></span></p>
 <p class="MsoNormal" style="text-align: center;" align="center">&nbsp;</p>
 <p class="MsoNormal">&nbsp;</p>
@@ -6129,8 +6117,8 @@
 <p class="MsoNormal">&nbsp;</p>
 <p class="MsoNormal">The scattering intensity I(q) is:</p>
-<p class="MsoNormal" style="text-align: center;" align="center"><span style="position: relative; top: 15pt;"><img src="image133.gif" height="46" width="103"></span></p>
+<p class="MsoNormal" style="text-align: center;" align="center"><span style="position: relative; top: 15pt;"><img src="image133.PNG" ></span></p>
 <p class="MsoNormal">The form factor is,</p>
 <p class="MsoNormal">&nbsp;</p>
-<p class="MsoNormal" style="text-align: center;" align="center"><span style="position: relative; top: 15pt;"><img src="image134.gif" height="48" width="174"></span></p>
+<p class="MsoNormal" style="text-align: center;" align="center"><span style="position: relative; top: 15pt;"><img src="image134.PNG" ></span></p>
 <p class="MsoNormal" style="text-align: center;" align="center">&nbsp;</p>
 <p class="MsoNormal">where <span style="font-family: Symbol;">d</span> = bilayer
@@ -6253,5 +6241,5 @@
 <p class="MsoNormal">&nbsp;</p>
 <p class="MsoNormal">The scattering intensity I(q) is:</p>
-<p class="MsoNormal" style="text-align: center;" align="center"><span style="position: relative; top: 15pt;"><img src="image136.gif" height="46" width="160"></span></p>
+<p class="MsoNormal" style="text-align: center;" align="center"><span style="position: relative; top: 15pt;"><img src="image136.PNG" ></span></p>
 <p class="MsoNormal" style="text-align: center;" align="center">&nbsp;</p>
 <p class="MsoNormal" style="text-align: center;" align="center">&nbsp;</p>
@@ -6404,20 +6392,18 @@
 <p class="MsoNormal">&nbsp;</p>
 <p class="MsoNormal">The scattering intensity I(q) is:</p>
-<p class="MsoNormal" style="text-align: center;" align="center"><span style="position: relative; top: 15pt;"><img src="image139.gif" height="46" width="133"></span></p>
+<p class="MsoNormal" style="text-align: center;" align="center"><span style="position: relative; top: 15pt;"><img src="image139.PNG" ></span></p>
 <p class="MsoNormal" style="text-align: center;" align="center">&nbsp;</p>
 <p class="MsoNormal" style="text-align: center;" align="center">&nbsp;</p>
 <p class="MsoNormal">The form factor is</p>
-<p class="MsoNormal" style="text-align: center;" align="center"><span style="position: relative; top: 15pt;"><img src="image134.gif" height="48" width="174"></span></p>
+<p class="MsoNormal" style="text-align: center;" align="center"><span style="position: relative; top: 15pt;"><img src="image134.PNG" ></span></p>
 <p class="MsoNormal" style="text-align: center;" align="center">&nbsp;</p>
 <p class="MsoNormal">and the structure is </p>
-<p class="MsoNormal" style="text-align: center;" align="center"><span style="position: relative; top: 16pt;"><img src="image140.gif" height="51" width="334"></span></p>
+<p class="MsoNormal" style="text-align: center;" align="center"><span style="position: relative; top: 16pt;"><img src="image140.PNG" ></span></p>
 <p class="MsoNormal" style="text-align: center;" align="center">&nbsp;</p>
 <p class="MsoNormal" style="text-align: center;" align="center">&nbsp;</p>
 <p class="MsoNormal">where </p>
-<p class="MsoNormal" style="text-align: center;" align="center"><span style="position: relative; top: 50pt;"><img src="image141.gif" height="133" width="252"></span></p>
-<p class="MsoNormal" style="text-align: center;" align="center">&nbsp;</p>
-<p class="MsoNormal" style="text-align: center;" align="center">&nbsp;</p>
-<p class="MsoNormal" style="text-align: center;" align="center"></p>
-<p class="MsoNormal" style="text-align: center;" align="center"></p>
+<br>
+<p class="MsoNormal" style="text-align: center;" align="center"><img src="image141.PNG" ></p>
+<br>
 <p class="MsoNormal">Here d= (repeat) spacing, <span style="font-family: Symbol;">d</span>
 = bilayer thickness, the contrast <span style="font-family: Symbol;">Dr</span>
@@ -6572,18 +6558,17 @@
 <p class="MsoNormal">&nbsp;</p>
 <p class="MsoNormal">The scattering intensity I(q) is:</p>
-<p class="MsoNormal" style="text-align: center;" align="center"><span style="position: relative; top: 15pt;"><img src="image139.gif" height="46" width="133"></span></p>
+<p class="MsoNormal" style="text-align: center;" align="center"><span style="position: relative; top: 15pt;"><img src="image139.PNG" ></span></p>
 <p class="MsoNormal" style="text-align: center;" align="center">&nbsp;</p>
 <p class="MsoNormal">The form factor is,</p>
-<p class="MsoNormal" style="text-align: center;" align="center"><span style="position: relative; top: 15pt;"><img src="image143.gif" height="46" width="398"></span></p>
+<p class="MsoNormal" style="text-align: center;" align="center"><span style="position: relative; top: 15pt;"><img src="image143.PNG" ></span></p>
 <p class="MsoNormal" style="text-align: center;" align="center">&nbsp;</p>
 <p class="MsoNormal">The structure factor is</p>
-<p class="MsoNormal" style="text-align: center;" align="center"><span style="position: relative; top: 16pt;"><img src="image140.gif" height="51" width="334"></span></p>
+<p class="MsoNormal" style="text-align: center;" align="center"><span style="position: relative; top: 16pt;"><img src="image140.PNG" ></span></p>
 <p class="MsoNormal" style="text-align: center;" align="center">&nbsp;</p>
 <p class="MsoNormal" style="text-align: center;" align="center">&nbsp;</p>
 <p class="MsoNormal">where </p>
-<p class="MsoNormal" style="text-align: center;" align="center"><span style="position: relative; top: 50pt;"><img src="image141.gif" height="133" width="252"></span></p>
-<p class="MsoNormal" style="text-align: center;" align="center">&nbsp;</p>
-<p class="MsoNormal" style="text-align: center;" align="center">&nbsp;</p>
-<p class="MsoNormal">&nbsp;</p>
+<br>
+<p class="MsoNormal" style="text-align: center;" align="center"><img src="image141.PNG" ></p>
+<br>
 <p class="MsoNormal">where <span style="font-family: Symbol;">d<sub>T</sub></span>
 = tail length (or t_length), <span style="font-family: Symbol;">d<sub>H</sub></span>
@@ -7615,5 +7600,5 @@
 are included in the calculation. </p>
 <p class="MsoNormal" style="margin-left: 0.25in;">&nbsp;</p>
-<p class="MsoNormal" style="text-align: center;" align="center"><span style="font-size: 14pt; position: relative; top: 27pt;"><img src="image172.gif"></span></p>
+<p class="MsoNormal" style="text-align: center;" align="center"><span style="font-size: 14pt; position: relative; top: 27pt;"><img src="image172.PNG"></span></p>
 <p class="MsoNormal" style="text-align: center;" align="center"><span style="font-size: 14pt;">&nbsp;</span></p>
 <p class="MsoNormal" style="text-align: center;" align="center"><span style="font-size: 14pt;">&nbsp;</span></p>
@@ -7952,5 +7937,5 @@
 by:</p>
 <p class="MsoNormal"><span style="font-size: 14pt;">&nbsp;</span></p>
-<p class="MsoNormal" style="text-align: center;" align="center"><span style="font-size: 14pt; position: relative; top: 5pt;"><img src="image178.gif"></span></p>
+<p class="MsoNormal" style="text-align: center;" align="center"><span style="font-size: 14pt; position: relative; top: 5pt;"><img src="image178.PNG"></span></p>
 <p class="MsoNormal"><span style="font-size: 14pt;">&nbsp;</span></p>
 <p class="MsoNormal" style="text-indent: 0.25in;">The
@@ -8040,5 +8025,5 @@
 1). </p>
 <p class="MsoNormal" style="text-indent: 0.25in;">&nbsp;</p>
-<p class="MsoNormal" style="text-align: center;" align="center"><span style="font-size: 14pt; position: relative; top: 5pt;"><img src="image180.gif"></span></p>
+<p class="MsoNormal" style="text-align: center;" align="center"><span style="font-size: 14pt; position: relative; top: 5pt;"><img src="image180.PNG"></span></p>
 <p class="MsoNormal" style="text-align: center;" align="center"><span style="font-size: 14pt;">&nbsp;&nbsp;</span></p>
 <p class="MsoNormal" style="margin-left: 0.25in;">The
@@ -8128,5 +8113,5 @@
 model describes a power law
 with background.</p>
-<p class="MsoNormal" style="text-align: center;" align="center"><span style="font-size: 14pt; position: relative; top: 5pt;"><img src="image182.gif"></span></p>
+<p class="MsoNormal" style="text-align: center;" align="center"><span style="font-size: 14pt; position: relative; top: 5pt;"><img src="image182.PNG"></span></p>
 <p class="MsoNormal" style="text-align: center;" align="center"><span style="font-size: 14pt;">&nbsp;&nbsp;</span></p>
 <p class="MsoNormal" style="margin-left: 0.25in;">Note
@@ -8199,5 +8184,5 @@
 model.</p>
 <p class="MsoNormal" style="margin-left: 0.25in;"><b><span style="font-size: 14pt;">&nbsp;</span></b></p>
-<p class="MsoNormal" style="text-align: center;" align="center"><span style="font-size: 14pt; position: relative; top: 15pt;"><img src="image184.gif"></span></p>
+<p class="MsoNormal" style="text-align: center;" align="center"><span style="font-size: 14pt; position: relative; top: 15pt;"><img src="image184.PNG"></span></p>
 <p class="MsoNormal" style="text-align: center;" align="center"><span style="font-size: 14pt;">&nbsp;</span></p>
 <p class="MsoNormal" style="text-align: center;" align="center"><span style="font-size: 14pt;">&nbsp;</span></p>
@@ -8292,14 +8277,7 @@
 the
 Texiera reference. The value returned is in cm<sup>-1</sup>.</p>
-<p class="MsoNormal" style="text-align: center;" align="center"><span style="font-size: 14pt; position: relative; top: 85pt;"><img src="image186.gif"></span></p>
-<p class="MsoNormal" style="text-align: center;" align="center"></p>
-<p class="MsoNormal" style="text-align: center;" align="center"><span style="font-size: 14pt;">&nbsp;</span></p>
-<p class="MsoNormal"><b><span style="font-size: 14pt;">&nbsp;</span></b></p>
-<p class="MsoNormal" style="margin-left: 0.25in;"></p>
-<p class="MsoNormal" style="margin-left: 0.25in;"></p>
-<p class="MsoNormal" style="margin-left: 0.25in;"></p>
-<p class="MsoNormal" style="margin-left: 0.25in;"></p>
-<p class="MsoNormal" style="margin-left: 0.25in;"></p>
-<p class="MsoNormal" style="margin-left: 0.25in;"></p>
+<br>
+<p class="MsoNormal" style="text-align: center;" align="center"><img src="image186.PNG"></p>
+<br>
 <p class="MsoNormal" style="margin-left: 0.25in;">The
 scale
@@ -9064,9 +9042,7 @@
 a polyelectrolyte solution with the RPA expression derived by Borue and
 Erukhimovich. The value returned is in cm<sup>-1</sup>.</p>
-<p class="MsoNormal" style="margin-left: 0.25in;">&nbsp;</p>
-<p class="MsoNormal" style="text-align: center;" align="center"><span style="font-size: 14pt; position: relative; top: 43pt;"><img src="image191.gif"></span></p>
-<p class="MsoNormal" style="text-align: center;" align="center"><span style="font-size: 14pt;">&nbsp;</span></p>
-<p class="MsoNormal" style="text-align: center;" align="center"><span style="font-size: 14pt;">&nbsp;</span></p>
-<p class="MsoNormal" style="margin-left: 0.25in;">&nbsp;</p>
+<br>
+<p class="MsoNormal" style="text-align: center;" align="center"><img src="image191.PNG"></p>
+<br>
 <p class="MsoNormal" style="margin-left: 0.25in;">K
 is a contrast factor of the
@@ -9221,5 +9197,5 @@
 <p class="MsoNormal" style="margin-left: 0.25in;">&nbsp;</p>
 <p class="MsoNormal" style="margin-left: 0.25in;">&nbsp;</p>
-<p class="MsoNormal" style="margin-left: 0.25in; text-align: center;" align="center"><span style="font-size: 14pt; position: relative; top: 7pt;"><img src="image192.gif"></span></p>
+<p class="MsoNormal" style="margin-left: 0.25in; text-align: center;" align="center"><span style="font-size: 14pt; position: relative; top: 7pt;"><img src="image192.PNG"></span></p>
 <p class="MsoNormal" style="margin-left: 0.25in; text-align: center;" align="center"><span style="font-size: 14pt;">&nbsp;</span></p>
 <p class="MsoNormal" style="margin-left: 0.25in; text-align: center;" align="center"><b><span style="font-size: 14pt;">&nbsp;</span></b></p>
@@ -9352,5 +9328,5 @@
 <p class="MsoNormal" style="margin-left: 0.25in;">For
 2D plot, the wave transfer is
-defined as<span style="font-size: 14pt; position: relative; top: 8pt;"><img src="image008.gif"></span><span style="font-size: 14pt;">.</span></p>
+defined as<span style="font-size: 14pt; position: relative; top: 8pt;"><img src="image008.PNG"></span><span style="font-size: 14pt;">.</span></p>
 <p class="MsoNormal" style="margin-left: 0.25in; text-align: center;" align="center"><b><span style="font-size: 14pt;">&nbsp;</span></b></p>
 <div align="center">
@@ -9438,5 +9414,5 @@
 high q region we can fit the following model: </p>
 <p class="MsoNormal" style="margin-left: 0.25in;">&nbsp;</p>
-<p class="MsoNormal" style="margin-left: 0.25in; text-align: center;" align="center"><span style="font-size: 14pt; position: relative; top: 6pt;"><img src="image197.gif"></span></p>
+<p class="MsoNormal" style="margin-left: 0.25in; text-align: center;" align="center"><span style="font-size: 14pt; position: relative; top: 6pt;"><img src="image197.PNG"></span></p>
 <p class="MsoNormal" style="margin-left: 0.25in; text-align: center;" align="center"><span style="font-size: 14pt;">&nbsp;</span></p>
 <p class="MsoNormal" style="margin-left: 0.25in; text-align: center;" align="center"><span style="font-size: 14pt;">&nbsp;</span></p>
@@ -9503,5 +9479,5 @@
 <p class="MsoNormal" style="margin-left: 0.25in; text-align: center;" align="center">&nbsp;
 </p>
-<p class="MsoNormal" style="margin-left: 0.25in; text-align: center;" align="center"><span style="font-size: 14pt; position: relative; top: 6pt;"><img src="image198.gif"></span></p>
+<p class="MsoNormal" style="margin-left: 0.25in; text-align: center;" align="center"><span style="font-size: 14pt; position: relative; top: 6pt;"><img src="image198.PNG"></span></p>
 <p class="MsoNormal" style="margin-left: 0.25in; text-align: center;" align="center">&nbsp;</p>
 <p class="MsoNormal" style="margin-left: 0.25in;">with
@@ -9592,9 +9568,7 @@
 describes a Lorentzian
 shaped peak including a flat background,</p>
-<p class="MsoNormal" style="margin-left: 0.25in;">&nbsp;
-</p>
-<p class="MsoNormal" style="margin-left: 0.25in; text-align: center;" align="center"><span style="font-size: 14pt; position: relative; top: 34pt;"><img src="image200.gif"></span></p>
-<p class="MsoNormal" style="margin-left: 0.25in; text-align: center;" align="center">&nbsp;</p>
-<p class="MsoNormal" style="margin-left: 0.25in;"></p>
+<br>
+<p class="MsoNormal" style="margin-left: 0.25in; text-align: center;" align="center"><img src="image200.PNG"></p>
+<br>
 <p class="MsoNormal" style="margin-left: 0.25in;">with
 the peak having height of I0
@@ -9689,15 +9663,15 @@
 value is scaled to units of [cm-1sr-1], absolute scale.</p>
 <p class="MsoNormal" style="margin-left: 0.25in;">&nbsp;</p>
-<p class="MsoNormal" style="margin-left: 0.25in; text-align: center;" align="center"><span style="position: relative; top: 15pt;"><img src="image202.gif"></span></p>
+<p class="MsoNormal" style="margin-left: 0.25in; text-align: center;" align="center"><span style="position: relative; top: 15pt;"><img src="image202.PNG"></span></p>
 <p class="MsoNormal" style="margin-left: 0.25in;">&nbsp;</p>
 <p class="MsoNormal" style="margin-left: 0.25in;">where
 the
 dimensionless chain dimension is:</p>
-<p class="MsoNormal" style="margin-left: 0.25in; text-align: center;" align="center"><span style="position: relative; top: 12pt;"><img src="image203.gif"></span></p>
+<p class="MsoNormal" style="margin-left: 0.25in; text-align: center;" align="center"><span style="position: relative; top: 12pt;"><img src="image203.PNG"></span></p>
 <p class="MsoNormal" style="margin-left: 0.25in;">&nbsp;</p>
 <p class="MsoNormal" style="margin-left: 0.25in;">and
 the
 polydispersion is</p>
-<p class="MsoNormal" style="margin-left: 0.25in; text-align: center;" align="center"><span style="position: relative; top: 15pt;"><img src="image204.gif"></span>.</p>
+<p class="MsoNormal" style="margin-left: 0.25in; text-align: center;" align="center"><span style="position: relative; top: 15pt;"><img src="image204.PNG"></span>.</p>
 <p class="MsoNormal" style="margin-left: 0.25in;">The
 scattering
@@ -10674,5 +10648,5 @@
 calculates:</p>
 <p class="MsoNormal" style="margin-left: 0.25in;">&nbsp;</p>
-<p class="MsoNormal" style="margin-left: 0.25in; text-align: center;" align="center"><span style="font-size: 14pt; position: relative; top: 5pt;"><img src="image222.gif"></span></p>
+<p class="MsoNormal" style="margin-left: 0.25in; text-align: center;" align="center"><span style="font-size: 14pt; position: relative; top: 5pt;"><img src="image222.PNG"></span></p>
 <p class="MsoNormal" style="margin-left: 0.25in; text-align: center;" align="center"><span style="font-size: 14pt;">&nbsp;</span></p>
 <p class="MsoNormal" style="margin-left: 0.25in; text-align: center;" align="center"><span style="font-size: 14pt;">&nbsp;</span></p>
@@ -10895,5 +10869,5 @@
 <p class="MsoNormal">&nbsp;</p>
 <p class="MsoNormal">&nbsp;</p>
-<p class="MsoNormal" style="margin-left: 0.25in; text-align: center;" align="center"><span style="font-size: 14pt; position: relative; top: 15pt;"><img src="image223.gif"></span></p>
+<p class="MsoNormal" style="margin-left: 0.25in; text-align: center;" align="center"><span style="font-size: 14pt; position: relative; top: 15pt;"><img src="image223.PNG"></span></p>
 <p class="MsoNormal" style="margin-left: 0.25in; text-align: center;" align="center"><span style="font-size: 14pt;">&nbsp;</span></p>
 <p class="MsoNormal" style="margin-left: 0.25in; text-align: center;" align="center"><span style="font-size: 14pt;">&nbsp;</span></p>
@@ -11001,5 +10975,5 @@
 <p class="MsoNormal">&nbsp;</p>
 <p class="MsoNormal">&nbsp;</p>
-<p class="MsoNormal" style="margin-left: 0.25in; text-align: center;" align="center"><span style="font-size: 14pt; position: relative; top: 22pt;"><img src="image225.gif"></span></p>
+<p class="MsoNormal" style="margin-left: 0.25in; text-align: center;" align="center"><span style="font-size: 14pt; position: relative; top: 22pt;"><img src="image225.PNG"></span></p>
 <p class="MsoNormal" style="margin-left: 0.25in; text-align: center;" align="center"><span style="font-size: 14pt;">&nbsp;</span></p>
 <p class="MsoNormal" style="margin-left: 0.25in; text-align: center;" align="center"><span style="font-size: 14pt;">&nbsp;</span></p>
@@ -11249,5 +11223,5 @@
 <p class="MsoNormal">&nbsp;</p>
 <p class="MsoNormal">&nbsp;</p>
-<p class="MsoNormal" style="text-align: center;" align="center"><span style="font-size: 14pt; position: relative; top: 22pt;"><img src="image228.gif"></span></p>
+<p class="MsoNormal" style="text-align: center;" align="center"><span style="font-size: 14pt; position: relative; top: 22pt;"><img src="image228.PNG"></span></p>
 <p class="MsoNormal" style="text-align: center;" align="center"><span style="font-size: 14pt;">&nbsp;</span></p>
 <p class="MsoNormal" style="text-align: center;" align="center"><span style="font-size: 14pt;">&nbsp;</span></p>
@@ -11255,5 +11229,5 @@
 <p class="MsoNormal">&nbsp;</p>
 <p class="MsoNormal">&nbsp;</p>
-<p class="MsoNormal" style="margin-left: 0.25in; text-align: center;" align="center"><span style="font-size: 14pt; position: relative; top: 23pt;"><img src="image229.gif"></span></p>
+<p class="MsoNormal" style="margin-left: 0.25in; text-align: center;" align="center"><span style="font-size: 14pt; position: relative; top: 23pt;"><img src="image229.PNG"></span></p>
 <p class="MsoNormal" style="margin-left: 0.25in; text-align: center;" align="center"><span style="font-size: 14pt;">&nbsp;</span></p>
 <p class="MsoNormal" style="margin-left: 0.25in; text-align: center;" align="center"><span style="font-size: 14pt;">&nbsp;</span></p>
