[doc] changelog update

Author: julien-tierny

ChangeLog.md

@@ -1,7 +1,8 @@
 ## TTK - ChangeLog
 =
 ### dev
-- Distributed computation of persistent homology!
+- Cycle-aware dimensionality reduction (TopoAE++)
+- Distributed computation of persistent homology! (IEEE TPDS 2025)
 - New backend for TrackingFromFields (critical point based)
 - Fast planar Rips filtration persistence computation
 - Migration to ParaView 6

core/base/discreteMorseSandwichMPI/DiscreteMorseSandwichMPI.h

@@ -12,6 +12,7 @@
 /// "Distributed Discrete Morse Sandwich: Efficient Computation
 //  of Persistence Diagrams for Massive Scalar Data" \n
 /// Eve Le Guillou, Pierre Fortin, Julien Tierny \n
+/// IEEE Transactions on Parallel and Distributed Systems, 2025. \n
 /// arXiv:2505.21266, 2025.
 ///
 ///

core/base/persistenceDiagram/PersistenceDiagram.h

@@ -64,7 +64,8 @@
 /// "Distributed Discrete Morse Sandwich: Efficient Computation of Persistence
 /// Diagrams for Massive Scalar Data" \n
 /// Eve Le Guillou, Pierre Fortin, Julien Tierny \n
-/// https://arxiv.org/abs/2505.21266, 2025.
+/// IEEE Transactions on Parallel and Distributed Systems, 2025. \n
+/// https://arxiv.org/abs/2505.21266, 2025. \n
 /// Fast, hybrid MPI-OpenMP backend for large-scale datasets on supercomputers.
 ///
 /// \sa ttkPersistenceDiagram.cpp %for a usage example.

core/vtk/ttkPersistenceDiagram/ttkPersistenceDiagram.h

@@ -76,7 +76,8 @@
 /// "Distributed Discrete Morse Sandwich: Efficient Computation of Persistence
 /// Diagrams for Massive Scalar Data" \n
 /// Eve Le Guillou, Pierre Fortin, Julien Tierny \n
-/// https://arxiv.org/abs/2505.21266, 2025.
+/// IEEE Transactions on Parallel and Distributed Systems, 2025. \n
+/// https://arxiv.org/abs/2505.21266, 2025. \n
 /// Fast, hybrid MPI-OpenMP backend for large-scale datasets on supercomputers.
 ///
 /// \sa ttkMergeTreePP

paraview/xmls/PersistenceDiagram.xml

@@ -45,7 +45,7 @@
         Related publication:
         'A Progressive Approach to Scalar Field Topology'
         Jules Vidal, Pierre Guillou, Julien Tierny
-        IEEE Transaction on Visualization and Computer Graphics, 2021
+        IEEE Transactions on Visualization and Computer Graphics, 2021
 
         This approach necessitates the input data to be defined on an implicit regular grid.
         It processes the data using a multiresolution hierarchical
@@ -93,6 +93,7 @@
         Related publication:
         'Distributed Discrete Morse Sandwich: Efficient Computation of Persistence Diagrams for Massive Scalar Data'
         Eve Le Guillou, Pierre Fortin, Julien Tierny
+        IEEE Transactions on Parallel and Distributed Systems, 2025.
         https://arxiv.org/abs/2505.21266, 2025.
 
 
@@ -259,7 +260,7 @@
           <Entry value="2" text="Discrete Morse Sandwich (IEEE TVCG 2023)"/>          
           <Entry value="3" text="Approximation Approach (IEEE LDAV 2021)"/>
           <Entry value="4" text="Persistent Simplex (Zomorodian 2010)"/>
-          <Entry value="5" text="Distributed Discrete Morse Sandwich"/>
+          <Entry value="5" text="Distributed Discrete Morse Sandwich (IEEE TPDS 2025)"/>
 
         </EnumerationDomain>
         <Documentation>