ML4SCI · uday-codes69 · Jan 23, 2026 · Jan 23, 2026 · Jan 23, 2026 · Jan 23, 2026
diff --git a/README.md b/README.md
@@ -8,9 +8,9 @@ Machine Learning for Science github site
 
 Machine Learning for Science (ML4Sci) is an open-source organization that brings together modern machine learning techniques and applies them to cutting edge problems in Science, Technology, Engineering, and Math (STEM).
 
-## ML4SCI in GSoC 2022
-
-The ML4Sci open source organization is participating in the [2022 Google Summer of Code](https://summerofcode.withgoogle.com/). If you are a student interested in our [projects](https://ml4sci.org/activities/gsoc.html) please check our [ideas page](https://ml4sci.org/gsoc/2022/summary.html). ML4Sci is an umbrella organization that welcomes other projects and organizations related to machine-learning for science. Please contact the admins at [ml4-sci@cern.ch](ml4-sci@cern.ch) if you are interested in participating as a project.
+<<<<<<< HEAD
+## ML4SCI in GSoC
+The ML4Sci open source organization participates in [Google Summer of Code](https://summerofcode.withgoogle.com/). If you are a student interested in our projects, please check our [GSoC page](https://ml4sci.org/activities/gsoc2025.html). ML4Sci is an umbrella organization that welcomes other projects and organizations related to machine-learning for science. Please contact the admins at [ml4-sci@cern.ch](mailto:ml4-sci@cern.ch) if you are interested in participating as a project.
 ![GSOC](https://ml4sci.org/images/GSoC/GSoC-icon-192.png)
 
 Please take a look at our [GSoC Page](https://ml4sci.org/activities/gsoc.html) for more details.
diff --git a/_layouts/default.html b/_layouts/default.html
@@ -1,10 +1,11 @@
 <!DOCTYPE html>
-<html>
-<head lang="en">
+<html lang="en">
+<head>
     <meta charset="UTF-8">
     <meta http-equiv="X-UA-Compatible" content="IE=edge">
     <meta name="viewport" content="width=device-width, initial-scale=1 user-scalable=no">
-    <title>{{ page.title }}</title>
+    <title>{% if page.title %}{{ page.title }} | {{ site.name }}{% else %}{{ site.name }}{% endif %}</title>
+    <meta name="description" content="{{ page.description | default: site.description }}">
     <link rel="icon" type="image/x-icon" href="{{ "/images/ml4sci_logo_angled.png" | prepend: site.baseurl }}">
 
     <!-- bootstrap framework -->
@@ -23,7 +24,7 @@
 <hr>
 <div class="footer fixed-bottom">
 <a href="https://github.com/ML4SCI/ML4SCI.github.io/edit/master/{{ page.path }}"><i class="glyphicon glyphicon-wrench"></i> Improve this page. </a>
-Thanks to <a href="https://pages.github.com/">GitHub Pages</a>, <a href="http://jekyllrb.com/">Jekyll</a> and <a href="http://getbootstrap.com/">Bootstrap</a>.
+Thanks to <a href="https://pages.github.com/">GitHub Pages</a>, <a href="https://jekyllrb.com/">Jekyll</a> and <a href="https://getbootstrap.com/">Bootstrap</a>.
 </div>
 
 </div> <!-- container -->

diff --git a/projects.md b/projects.md
@@ -4,22 +4,22 @@ author: "Benedikt Hegner"
 layout: default
 ---
 
-# HSF Projects
+# ML4SCI Projects
 
-HSF seeks to serve new and emerging common projects through a project incubator activity. Templates to guide and aid new projects are being established. If you'd like your project to be involved just let us know. Talk to any member of the coordination team or email hsf-coordination@googlegroups.com.
+ML4SCI seeks to serve new and emerging common projects through a project incubator activity. Templates to guide and aid new projects are being established. If you'd like your project to be involved just let us know. Talk to any member of the coordination team or email ml4-sci@cern.ch.
 
-The incubator idea is close to the one of the Apache Software Foundation. Brian Van Klaveren who gave the exceptional ASF talk at the SLAC workshop provides [this link](http://www.apache.org/foundation/how-it-works.html#incubator) describing how ASF Incubator projects work.
+The incubator idea is close to the one of the Apache Software Foundation. Brian Van Klaveren who gave the exceptional ASF talk at the SLAC workshop provides [this link](https://www.apache.org/foundation/how-it-works.html#incubator) describing how ASF Incubator projects work.
 
-We have been compiling a set of [project guidelines](project_guidelines.html) that all HSF projects should try to fulfill.
+We have been compiling a set of [project guidelines](project_guidelines.html) that all ML4SCI projects should try to fulfill.
 
-## Initial set of Projects under the umbrella of HSF
+## Initial set of Projects under the umbrella of ML4SCI
 
 {:.table .table-hover .table-condensed .table-striped}
 | Name  | Description | License | Contact |
 | --------| ------------- |----------|-----------|
 | [DD4hep](https://github.com/AIDASoft/DD4hep)   | Generic Detector Description toolkit for HEP  | LGPL v3 | [Markus Frank](mailto:marks.frank@cern.ch) |
 | [fads](https://pkg.go.dev/go-hep.org/x/hep/fads?tab=doc)          | FAst Detector Simulation  | BSD-3 | [Sebastien Binet](mailto:binet@cern.ch) |  
-| [Gaudi](http://gaudi.web.cern.ch/gaudi/)          | Event data processing framework | Apache-2 | [Marco Clemencic](mailto:marco.clemencic@cern.ch) |  
+| [Gaudi](https://gaudi.web.cern.ch/gaudi/)          | Event data processing framework | Apache-2 | [Marco Clemencic](mailto:marco.clemencic@cern.ch) |  
 | [HepMC3](https://gitlab.cern.ch/hepmc/HepMC3) | C++ Event Record for Monte Carlo Generators | LGPL v3 | [Witek Pokorski](mailto:witold.pokorski@cern.ch) |
 | [Phoenix](https://github.com/HSF/phoenix) | Event display framework | Apache-2 | [Ed Moyse](mailto:Edward.Moyse@cern.ch) |
 | [podio](https://github.com/AIDASoft/podio) | Event Data Model Library based on plain-old-data | GPL v3 | [Benedikt Hegner](mailto:benedikt.hegner@cern.ch) |

diff --git a/what_are_WGs.md b/what_are_WGs.md
@@ -6,23 +6,23 @@ layout: default
 
 # Working Groups
 
-HSF Working Groups are community led groups that organise activities
-in particular domains with the aims of increading communication
+ML4SCI Working Groups are community led groups that organise activities
+in particular domains with the aims of increasing communication
 between developers, providing a platform for discussion of interesting
 problems and novel solutions developments, and fostering the adoption
 of common software between different communities.
 
 Working groups have three convenors, to help share the workload, and
-are appointed by the HSF (via an open nomination process and a search
-committtee) to serve for one year, with renewal possible by mutual
+are appointed by ML4SCI (via an open nomination process and a search
+committee) to serve for one year, with renewal possible by mutual
 agreement. (Interest groups and activity areas are less formal.)
 
 If you want to form a working group, or want to put some community-wide
-activity under the umbrella of the HSF,
+activity under the umbrella of ML4SCI,
 just contact the
-[HSF coordination team](mailto:hsf-coordination@googlegroups.com).
+[ML4SCI coordination team](mailto:ml4-sci@cern.ch).
 
-Working Groups are added to the website of the HSF, with 
+Working Groups are added to the ML4SCI website, with 
 description and contact information and will have a dedicated mailing list
 and Indico category.
 

diff --git a/what_are_activities.md b/what_are_activities.md
@@ -6,20 +6,20 @@ layout: default
 
 # Activity Areas and Interest Groups
 
-HSF Activity Areas and Interest Groups are led by enthusiasts and
+ML4SCI Activity Areas and Interest Groups are led by enthusiasts and
 advocates for a particular area of work or of technology
-interest and provide a focal point for organising dicussions
+interest and provide a focal point for organising discussions
 in the HEP community. They can also cover engagement with
 external projects, like Google's Summer of Code.
 
-They are less formal, in the HSF, than [working groups](/what_are_WGs.html)
+They are less formal, in ML4SCI, than [working groups](/what_are_WGs.html)
 and any relevant and reasonable activity for HEP can spawn
 an interest group. If you want to put some community-wide
-activity under the umbrella of the HSF as an activity areas or interest group
+activity under the umbrella of ML4SCI as an activity area or interest group
 just contact the
-[HSF coordination team](mailto:hsf-coordination@googlegroups.com).
+[ML4SCI coordination team](mailto:ml4-sci@cern.ch).
 
-Activity areas are added to the website of the HSF, with 
+Activity areas are added to the ML4SCI website, with 
 description and contact information and will have a dedicated mailing list
 and, if appropriate, an Indico category.