We are the Machine Learning Group led by Prof. Barbara Hammer at Bielefeld University.
On this page you can find the accompanying source code of our publications 😃
We are the Machine Learning Group led by Prof. Barbara Hammer at Bielefeld University.
On this page you can find the accompanying source code of our publications 😃
This repository contains the implementation of the experiments from the paper "Neural Surrogate Model in an Extended Kalman Filter for Chlorine Concentration State Estimation in Water Distribution Systems" @ SysTol 2025 by André Artelt, Janine Strotherm, Luca Hermes, Barbara Hammer
Merge of EPANET and EPANET-MSX, incl. a Python interface and some additional useful functions
Control of Rayleigh-Bénard Convection: Effectiveness of Reinforcement Learning in the Turbulent Regime
A collection of benchmark resources regarding Water Distribution Networks
A high-level interface designed for the easy generation of hydraulic and water quality scenario data.
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