Update index.md

index.md

@@ -1,6 +1,6 @@
 ---
 layout: page
-title: BO Hackathon for Chemistry and Materials
+title: Bayesian Optimization Hackathon for Chemistry and Materials
 menu_title: Home
 menu_icon: house-door
 ---
@@ -27,7 +27,7 @@ menu_icon: house-door
 {% endif %}
 
 {:.secondary}
-# {{ site.event_date }}, in association with the Acceleration Consortium and Merck KGaA
+# {{ site.event_date }}, sponsored by the Acceleration Consortium and Merck KGaA
 
 <div class="aside">
     <h2><i class="bi bi-calendar3"></i> Event timeline</h2>
@@ -61,7 +61,7 @@ With the emergence of new [Bayesian optimization tools for the physical sciences
 
 Researchers can sign up to [topics such as]({{ site.baseurl }}{% link projects.md %})
 applying algorithms to existing benchmarks, developing new benchmark tasks, creating instructional tutorials, and proposing real-world chemistry and materials optimization tasks. [This opportunity]({{ site.baseurl }}{% link registration.md %})
-is open to researchers at all levels who are interested in applying Bayesian optimization[<sup>(?)</sup>][faq]{:title="Are algorithms other than Bayesian optimization allowed?"} for accelerated discovery in chemistry and materials science. At minimum, to participate in code-focused projects, we recommend beginner-to-intermediate Python programming experience and basic familiarity with git and GitHub.[<sup>(?)</sup>][faq]{:title="Am I eligible to participate in the hackathon?"}. Training resources are available on the [resources page](_/../resources.md).
+is open to researchers at all levels who are interested in applying Bayesian optimization[<sup>(?)</sup>][faq]{:title="Are algorithms other than Bayesian optimization allowed?"} for accelerated discovery in chemistry and materials science. For code-focused projects, we recommend beginner-to-intermediate Python programming experience and basic familiarity with git and GitHub.[<sup>(?)</sup>][faq]{:title="Am I eligible to participate in the hackathon?"}. Training resources are available on the [resources page](_/../resources.md).
 
 ## Logistics