A Python package designed for the easy generation of hydraulic and water quality scenario data of water distribution networks.
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Aug 7, 2025 - Python
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water-distribution-networks
Here are 11 public repositories matching this topic...
An easy-to-use object-oriented Python package for water distribution system modelling based on EPANET.
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Nov 9, 2023 - Python
DiTEC research
machine-learning deep-neural-networks deep-learning machine-learning-algorithms deeplearning water-distribution-network epanet water-distribution water-distribution-networks gnns water-simulation graph-neural-networks estimation-algorithm gnn graph-neural-network wdn water-simulations pressure-estimation
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Apr 7, 2025 - Python
An EPANET compatible python package to simulate and analyze water distribution networks under disaster scenarios.
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Jul 18, 2025 - Python
1st AI for Drinking Water Chlorination Challenge @ IJCAI-2025
python competition benchmark control reinforcement-learning water-quality epanet water-distribution-networks epanet-python-toolkit
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Aug 7, 2025 - Python
A platform for accessing and sharing Water Distribution Network benchmarks and data sets
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Jul 7, 2025 - Python
A Python package for implementing and evaluating control algorithms & strategies in smart water networks.
python control reinforcement-learning simulation water-quality water hydraulics epanet water-distribution-networks epanet-python-toolkit
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Jul 6, 2025 - Python
Attention Temporal Graph Convolutional Networks architecture on water distribution systems using Tensorflow
deep-learning attention-mechanism water-distribution-networks tensorflow2 temporal-graph-networks batadal
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Feb 2, 2023 - Python
This repository contains parameter generation, simulation, and encapsulation code for the DiTEC-WDN dataset. Feel free to use it on your "private" WDN!
machine-learning dataset datasets dataset-generation graph-dataset water-distribution-networks time-series-forecasting graph-datasets water-network-distribution water-distribution-systems
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Jul 15, 2025 - Python
Source code used to support the Master's thesis "Descriptive and Predictive Modeling of Water Distribution Network Dynamics using Multivariate Time Series Data"
prediction water-distribution-networks correlation-analysis multivariate-time-series burst-leakage-detection spationtemporal-data-analysis
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Sep 8, 2021 - Python
This repository contains the benchmark and the implementation of the experiments from the paper "A Benchmark for Physics-informed Machine Learning of Chlorine States in Water Distribution Networks" by Luca Hermes, André Artelt, Stelios Vrachimis, Marios Polycarpou, and Barbara Hammer
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Jun 4, 2025 - Python
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