update

Author: mhjensen

doc/src/week3/week3.do.txt

@@ -8,13 +8,12 @@ DATE: February 5, 2026
 ===== Overview of third  week  =====
 
 !bblock 
-  o Discussion of possible projects
-  o Review of neural networks with codes and examples (continuation from last week)
+  o Discussion of possible projects during the lab session.
+  o Neural networks with codes and Physics Informed Neural Networks, theory and codes
   o Start discussion of Convolutional Neural Networks (CNNs)
 #  o "Video of lecture":"https://youtu.be/g_Hxuy16Oa8"
-  o Link to project examples from 2024 at URL:"https://github.com/CompPhysics/AdvancedMachineLearning/tree/main/doc/Projects/ProjectExamples"
 #  o "Whiteboard notes":"https://github.com/CompPhysics/AdvancedMachineLearning/blob/main/doc/HandwrittenNotes/2025/NotesFebruary6.pdf"  
-#  o "Link to material for project suggestions":"https://github.com/CompPhysics/AdvancedMachineLearning/tree/main/doc/Projects/2024/ProjectProposals"
+#  o "Link to material for project suggestions":"https://github.com/CompPhysics/AdvancedMachineLearning/tree/main/doc/Projects/2026/ProjectProposals"
 
 !eblock