Datasets:

PIK-ICoNe-landscape
/

Stability_Landscapes

Tasks:

Graph Machine Learning

Modalities:

Formats:

Languages:

Size:

Tags:

graph-neural-networks

kuramoto-oscillators

basin-stability

long-range-dependencies

Libraries:

License:

Dataset card Data Studio Files Files and versions

Junyou03 commited on Apr 30, 2025

Commit

8f5596e

·

verified ·

1 Parent(s): a904ed7

Update README.md

Files changed (1) hide show

README.md +2 -2

README.md CHANGED Viewed

@@ -13,7 +13,7 @@ tags:
 size_categories:
 - 100M<n<1B
 datasets:
-- name: KBL
   annotation_type: synthetic
   source_datasets: []
 task_categories:
@@ -23,7 +23,7 @@ task_categories:
 # Kuramoto-Stability-Landscape (KSL)
-**Kuramoto-Basin-Landscape (KSL)** provides per-node **basin-stability heat-maps** for two ensembles of second-order Kuramoto oscillator networks.
 The data are designed as a benchmark for *graph-to-image regression* and for studying how Graph Neural Networks capture long-range dependencies that arise in real-world synchronisation problems such as power-grid dynamics.
 | Sub-dataset | # Graphs | Nodes / graph | Files | Heat-maps / file | Resolution |

 size_categories:
 - 100M<n<1B
 datasets:
+- name: KSL
   annotation_type: synthetic
   source_datasets: []
 task_categories:
 # Kuramoto-Stability-Landscape (KSL)
+**Kuramoto-Stability-Landscape (KSL)** provides per-node **basin-stability heat-maps** for two ensembles of second-order Kuramoto oscillator networks.
 The data are designed as a benchmark for *graph-to-image regression* and for studying how Graph Neural Networks capture long-range dependencies that arise in real-world synchronisation problems such as power-grid dynamics.
 | Sub-dataset | # Graphs | Nodes / graph | Files | Heat-maps / file | Resolution |