updates

Author: CarrieFilion

index.html

@@ -116,7 +116,7 @@ <h2>Basis Function Expansions for Observational Insight</h2>
 								how we map an image of a galaxy to a sound via sonification. We are currently developing a framework for 
 								expansions of integral field spectrograph data, which will allow for analyses of both velocity and chemical 
 								information.</p>
-							<p>Quantifying <a href="https://ui.adsabs.harvard.edu/abs/2024arXiv241111972G/abstract"disk></a>asymmetry.</p>
+							<p>Quantifying <a href="https://ui.adsabs.harvard.edu/abs/2022MNRAS.510.6201P/abstract"disk></a>asymmetry.</p>
 							<p> Your paper links and blurbs here!
 						</article>
 						<article class="thumb">
@@ -138,19 +138,15 @@ <h2>Basis Function Expansions for Sonification</h2>
 							<a href="images/fulls/plain.png" class="image"><img src="images/thumbs/7.png" alt="" /></a>
 							<h2>How to get started</h2>
 							<p>We have built and compiled a variety of resources to help you get started with EXP and basis function expansions!</p>
-							<dl>
-								<dt> I want to install EXP </dt>
-								<dd> - Check out our <a href="https://github.com/EXP-code">GitHub page</a> and accompanying
-									 <a href="https://exp-docs.readthedocs.io/en/latest/topics/multistep.html"readthedocs></a> </dd>
-								<dt> I want to experiment with EXP, but I don’t want to install it yet </dt>
-								<dd> - Check out the <a href="https://github.com/EXP-code/EXP-container">Docker image</a> and 
-									<a href="https://exp-docs.readthedocs.io/en/latest/topics/multistep.html"readthedocs></a> documentation. If you want to run pyEXP and EXP examples, 
-									be sure to clone the respective repositories to wherever you are working with the Docker image </dd>
-								<dt> I want to learn more about mSSA </dt>
-								<dd> - Check out this <a href="https://michael-petersen.github.io/papers/mssa/MSSA-Tutorial-Slideshow.slides.html#/">webpage</a> and these papers:
+							<p> Check out our <a href="https://github.com/EXP-code">GitHub page</a> and accompanying
+								<a href="https://exp-docs.readthedocs.io/en/latest/topics/multistep.html"readthedocs></a> for how to install EXP.</p>
+							<p> If you want to experiment with EXP, try out the <a href="https://github.com/EXP-code/EXP-container">Docker image</a> and 
+								<a href="https://exp-docs.readthedocs.io/en/latest/topics/multistep.html"readthedocs></a> documentation. If you want to run pyEXP and EXP examples, 
+								be sure to clone the respective repositories to wherever you are working with the Docker image </p>
+							<p>If you want to want to learn more about mSSA, check out this <a href="https://michael-petersen.github.io/papers/mssa/MSSA-Tutorial-Slideshow.slides.html#/">webpage</a> and these papers:
 									<a href="https://ui.adsabs.harvard.edu/abs/2021MNRAS.501.5408W/abstract">1</a> and 
 									<a href="https://ui.adsabs.harvard.edu/abs/2023MNRAS.521.1757J/abstract">2</a> (see also the 
-									<a href = "https://exp-docs.readthedocs.io/en/latest/topics/ssa.html">EXP readthedocs</a> for more information) </dd>
+									<a href = "https://exp-docs.readthedocs.io/en/latest/topics/ssa.html">EXP readthedocs</a> for more information) </p>
 							</dl>
 							<p> Add more links, pedagogical stuff, etc .... </p>
 
@@ -163,7 +159,7 @@ <h2>How to get started</h2>
 							<div>
 								<section>
 									<h2>Get to know us</h2>
-									<p>The EXP collaboration is developing the next generation of tools for galactic dynamics to tackle this challenge. 
+									<p>The EXP collaboration is developing the next generation of tools for galactic dynamics to tackle disequilibrium dynamics. 
 										Our team combines expertise in (i) analytic models, (ii) numerical simulations and (iii) data analysis. 
 										We use basis function expansions as a common language that unites all three of these realms of expertise. 
 										Looking forward, our proposed tools have the potential