SWIFT-HEP · seriksen · Jul 23, 2025 · Jul 23, 2025 · Jul 23, 2025 · Jul 23, 2025
diff --git a/.assets/lz_logo_on_colour.png b/.assets/lz_logo_on_colour.png
diff --git a/README.md b/README.md
@@ -1,4 +1,4 @@
-# Analysis Grand Challenge - LUX-ZEPLIN
+<h1><img src=".assets/lz_logo_on_colour.png" height="40" style="vertical-align: middle;"> Analysis Grand Challenge – LUX-ZEPLIN</h1>
 
 Designed as LUX-ZEPLIN (LZ) contribution to [analysis grand challenge](https://github.com/iris-hep/analysis-grand-challenge).
 

diff --git a/analyses/mssi_rate/mssi.ipynb → analyses/mssi_rate/mssi_analysis.ipynb b/analyses/mssi_rate/mssi.ipynb → analyses/mssi_rate/mssi_analysis.ipynb
diff --git a/analyses/tpc_extraction_efficiency/README.md b/analyses/tpc_extraction_efficiency/README.md
@@ -1,4 +1,13 @@
 # TPC Extraction Efficiency
 
-This directory contains is focused on running an LZ analysis to calculate the electron extraction efficiency.
+This directory contains an analysis to calculate the electron extraction efficiency in the LUX-ZEPLIN experiment.
 
+In this analysis, Kr83m events from a calibration dataset are used, and the number of electrons as a function of radial position are determined.
+
+## Additional AGC features
+This analysis makes use of a `Store` object (which inherits from a `dict`). 
+This allows for the resultant dictionaries to be easily added together, where the dictionaries contain `awkward` arrays, histograms, and other objects.
+
+
+## Notes
+This AGC will only work on NERSC and has not been setup for Local or Dirac yet
diff --git a/...ses/tpc_extraction_efficiency/kr83m.ipynb → ..._efficiency/tpc_extraction_analysis.ipynb b/...ses/tpc_extraction_efficiency/kr83m.ipynb → ..._efficiency/tpc_extraction_analysis.ipynb