Dataset Card for DiTEC WDN Table of Contents Table of Contents Dataset Description Dataset Summary Supported Tasks and Leaderboards Languages Dataset Structure Data Instances Data Fields Data Splits Dataset Creation Curation Rationale Source Data Annotations Personal and Sensitive Information Considerations for Using the Data Social Impact of Dataset Discussion of Biases Other Known Limitations Additional Information Dataset Curators Licensing Information Citation Information Contributions Dataset Description Homepage: https://ditec project.github.io/DiTEC WDN dataset/ Repository: https://github.com/DiTEC project/DiTEC WDN dataset Paper: https://www.arxiv.org/abs/2503.17167 Leaderboard: Update later! Point of Contact: Huy Truong Dataset Summary DiTEC WDN Dataset consists of 36 Water Distribution Networks (WDNs). Each network has unique 1,000 scenarios with distinct characteristics. Scenario represents a timeseries of directed shared topology graphs , referred to as states or snapshots . In terms of graph ml , it can be seen as a spatiotemporal graph where nodes and edges are multivariate time series. A node can represent a reservoir , junction , or tank , while an edge refers to a…
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