diff --git a/README_Tutorials.md b/README_Tutorials.md
index 59c9ccfe5..0001d9568 100644
--- a/README_Tutorials.md
+++ b/README_Tutorials.md
@@ -38,4 +38,5 @@ Join the [Qiskit](https://ibm.co/joinqiskitslack) `#metal` slack channel to requ
 | Mar 24, 2022 | Tutorial | [Time Evolution for the CR gate](https://www.youtube.com/watch?v=icDryjZrUQ4)|
 | Aug 4, 2022 | Tutorial | [Open-Source Rendering and Simulation Solution for Qiskit Metal](https://youtu.be/sA0uXtCAhWw)|
 | Aug 11, 2022 | Tutorial | [Qiskit Metal E21. Quantum Spice Web App - Sneak Peak](https://youtu.be/3UE57DaG-HI)|
+| Feb 2, 2023 | Tutorial | [Qiskit Metal E22. Open-Source Simulation Renderers for Metal — Gmsh and ElmerFEM](https://youtu.be/84j3l_9fHko)|
 | 2022 &rightarrow; ... | TBD | Topics to potentially schedule:<ul><li>Analysis deep dives (as needed)</li><li>What happens frequently when analyzing a chip.</li><li>Metal use cases: Common problems with pins, ports, fillet matches meander distance</li><li>GDS fabrication option, use cases</li><li>QRenderers: How to use, modify and add new renderers</li><li>New QAnalysis/QRenderer structure and usage</li><li>...</li></ul> |
diff --git a/docs/index.rst b/docs/index.rst
index dce135a64..475fba449 100644
--- a/docs/index.rst
+++ b/docs/index.rst
@@ -4,8 +4,8 @@ Qiskit Metal | Quantum Device Design & Analysis (Q-EDA) |version|
 
 .. attention::
 
-    This is an alpha version of Qiskit Metal, the code is still under development. 
-    Please let us know about anything you might want us to add or elaborate upon in the 
+    This is an alpha version of Qiskit Metal, the code is still under development.
+    Please let us know about anything you might want us to add or elaborate upon in the
     Slack channel `#metal <https://qiskit.slack.com/archives/C01R8KP5WP7>`_ in the `qiskit workspace <https://ibm.co/joinqiskitslack>`_.
 
 .. hint::
@@ -22,7 +22,7 @@ Qiskit Metal | Quantum Device Design & Analysis (Q-EDA) |version|
 .. rubric:: **About**
 
 **Qiskit Metal | for quantum device design & analysis (`Qiskit Metal`)**
-is an open-source framework (and library) for the design of superconducting quantum 
+is an open-source framework (and library) for the design of superconducting quantum
 chips and devices.
 Call it quantum EDA (Q-EDA) and analysis. Qiskit Metal is:
 
@@ -34,21 +34,20 @@ Call it quantum EDA (Q-EDA) and analysis. Qiskit Metal is:
 * Community-oriented and tutorial-driven, join the `#metal <https://qiskit.slack.com/archives/C01R8KP5WP7>`_ Slack.
 
 
-Use the slack channel.  Join `qiskit slack <https://ibm.co/joinqiskitslack>`_ and 
-then join the `#metal <https://qiskit.slack.com/archives/C01R8KP5WP7>`_ channel to communicate with the developers and other participants.  
+Use the slack channel.  Join `qiskit slack <https://ibm.co/joinqiskitslack>`_ and
+then join the `#metal <https://qiskit.slack.com/archives/C01R8KP5WP7>`_ channel to communicate with the developers and other participants.
 You may also use this channel to learn about upcoming weekly tutorials and to inquire about potential collaborations.
 
 
 .. rubric:: **Live tutorials and Q&A**:
-We host live tutorials and Q&A sessions, `sign up here <https://airtable.com/shrxQEgKqZCf319F3>`_ to receive an invite to the upcoming sessions.  
-For past sessions & videos, see `here <https://github.com/Qiskit/qiskit-metal/blob/main/README_Tutorials.md>`_.
+We host live tutorials and Q&A sessions.  Announcements for future tutorials are posted in the #metal channel.
 
 .. rubric:: **Qiskit Metal Vision**:
 
-Designing quantum devices is the bedrock of the quantum ecosystem, 
+Designing quantum devices is the bedrock of the quantum ecosystem,
 but it is a difficult, multi-step process that connects traditionally disparate worlds.
-Metal is automating and streamlining this process. 
-Our vision is to develop a community-driven universal platform capable 
+Metal is automating and streamlining this process.
+Our vision is to develop a community-driven universal platform capable
 of orchestrating quantum chip development from concept to fabrication in
 a simple and open framework.