diff --git a/_bibliography/talks.bib b/_bibliography/talks.bib
index 6e8fdb0c3b4a..bc8b7db0b008 100644
--- a/_bibliography/talks.bib
+++ b/_bibliography/talks.bib
@@ -46,7 +46,7 @@ @misc{Heinlein:2024:NHR2024:TBA
     keywords = {}
 }
 
-@misc{Heinlein:2024:SciMLWorkshop2024:DDN,
+@misc{Heinlein:2024:IRMA2024:DDN,
     title = {Domain decomposition for neural networks},
     author = {Alexander Heinlein},
     year = {2024},
@@ -54,6 +54,7 @@ @misc{Heinlein:2024:SciMLWorkshop2024:DDN
     note = {Invited talk. Workshop on Scientific Machine Learning, Strasbourg University, Strasbourg, France, July 8-12},
     abstract = {TBA},
     url = {https://irma.math.unistra.fr/~micheldansac/SciML2024/participants.html},
+    slides = {2024/2024-heinlein-irma2024-ddn/2024-heinlein-dd_nns.pdf},
     keywords = {}
 }
 
diff --git a/_teaching/msc-thesis-2024-outlier-removal-ml.markdown b/_teaching/msc-thesis-2024-outlier-removal-ml.markdown
index 1cf24ed99020..31660065f779 100644
--- a/_teaching/msc-thesis-2024-outlier-removal-ml.markdown
+++ b/_teaching/msc-thesis-2024-outlier-removal-ml.markdown
@@ -14,5 +14,5 @@ interim_presentation:
 final_thesis:
 final_presentation:
 category: master_thesis
-status: ongoing
+status: archive
 ---
diff --git a/assets/pdf/slides/2024/2024-heinlein-irma2024-ddn/2024-heinlein-dd_nns.pdf b/assets/pdf/slides/2024/2024-heinlein-irma2024-ddn/2024-heinlein-dd_nns.pdf
new file mode 100644
index 000000000000..56edf1ae8de4
Binary files /dev/null and b/assets/pdf/slides/2024/2024-heinlein-irma2024-ddn/2024-heinlein-dd_nns.pdf differ