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@kLabUM Real-time water systems lab

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    34 repositories

    • pystorms

      Public
      Simulation Sandbox for the Design and Evaluation of Stormwater Control Algorithms
      Jupyter Notebook
      •
      GNU General Public License v3.0
      •17•37•3•0•Updated Nov 10, 2026Nov 10, 2026

    • physicsBasedRiverML

      Public
      Physics-informed Gaussian process regression for estimating river velocity fields and velocity-dependent ecological indicators from a single water level sensor
      Python
      •0•0•0•1•Updated Oct 24, 2026Oct 24, 2026

    • sewer-tycoon-jr

      Public
      agentic training workshop, based on sewer tycoon
      HTML
      •0•0•0•0•Updated Oct 4, 2026Oct 4, 2026

    • pystorms-webpage

      Public
      Data for pystorms webpage
      HTML
      •0•0•0•0•Updated Sep 13, 2026Sep 13, 2026

    • Soft_Sensor_OMP

      Public
      Jupyter Notebook
      •0•0•0•6•Updated Jun 25, 2026Jun 25, 2026

    • SWMM-MCP-PUB

      Public
      MCP toolset for natural language water modeling with SWMM
      Python
      •
      MIT License
      •0•8•0•15•Updated Jun 17, 2026Jun 17, 2026

    • notoriOS

      Public
      A non-preemptive operating system for node. To all the teachers that told me I'd never amount to nothing.
      C
      •
      MIT License
      •3•4•13•0•Updated Mar 10, 2026Mar 10, 2026

    • weatherdash

      Public
      JavaScript
      •0•0•0•3•Updated Sep 25, 2025Sep 25, 2025

    • BaeOpt

      Public
      Bayesian Methods for the calibration and control of storm water networks
      python3gaussian-processesbayesian-optimization
      python3gaussian-processesbayesian-optimizationstormwaterswmm5dynamictimewarp
      Jupyter Notebook
      •0•5•0•0•Updated Sep 9, 2024Sep 9, 2024

    • ML-Process

      Public
      ML for Process Engineering
      Jupyter Notebook
      •
      MIT License
      •0•0•0•0•Updated Apr 17, 2024Apr 17, 2024

    • rrcf

      Public
      🌲 Implementation of the Robust Random Cut Forest algorithm for anomaly detection on streams
      pythonmachine-learningtree
      pythonmachine-learningtreerandom-forestoutliersstreaming-dataanomaly-detectiondetect-outliersrobust-random-cut-forest
      Python
      •
      MIT License
      •118•523•28•4•Updated Feb 24, 2024Feb 24, 2024

    • StormReactor

      Public
      StormReactor: Python package for modeling any pollutant generation or removal method in SWMM
      Python
      •
      GNU Lesser General Public License v3.0
      •10•28•2•2•Updated Jul 6, 2023Jul 6, 2023

    • IoT

      Public
      IoT
      C
      •5•6•0•3•Updated Jul 6, 2023Jul 6, 2023

    • data-validation

      Public
      ML-assisted, process-based validation of environmental sensor data.
      Jupyter Notebook
      •
      MIT License
      •0•1•0•0•Updated May 5, 2023May 5, 2023

    • DrinkingWaterNodes

      Public
      Find resources to build your own drinking water quality sensor nodes.
      C++
      •0•0•0•0•Updated Feb 16, 2023Feb 16, 2023

    • GI_Sensor_Node

      Public
      Codebase, hardware schematics, and how-to guides for the Open Storm green infrastructure sensor node.
      GNU General Public License v3.0
      •0•0•0•0•Updated Dec 2, 2022Dec 2, 2022

    • sensor-placement

      Public
      Code for "Observability-based sensor placement improves contaminant tracing in river networks"
      Jupyter Notebook
      •
      MIT License
      •1•1•1•0•Updated Jan 4, 2021Jan 4, 2021

    • Stormwater-Management-Model

      Public
      Open Water Analytics Stormwater Management Model repository
      C
      •
      Other
      •253•0•0•0•Updated May 2, 2020May 2, 2020

    • DRIPS

      Public
      A self-calibrating framework for the sensor-driven and dynamical modeling of combined sewer systems
      MATLAB
      •2•6•0•0•Updated Apr 9, 2020Apr 9, 2020

    • autosampler_trigger

      Public
      Code to autonomously trigger the autosampler to sample based on weather forecast and water depth data
      Python
      •
      MIT License
      •0•0•0•0•Updated Feb 20, 2020Feb 20, 2020

    • CEE501-Student-Data

      Public
      Jupyter Notebook
      •1•0•0•0•Updated Dec 16, 2019Dec 16, 2019

    • SensorDat

      Public
      Code for the SensorDat 2018 ESIP Lab Incubator Project
      Jupyter Notebook
      •
      MIT License
      •1•0•0•0•Updated Nov 4, 2019Nov 4, 2019

    • hydraulic-controller-placement

      Public
      Jupyter Notebook
      •
      MIT License
      •4•0•0•0•Updated May 21, 2019May 21, 2019

    • AnonymizeINP

      Public
      Anonymize SWMM .inp files for benchmarking
      Jupyter Notebook
      •3•1•0•0•Updated May 17, 2019May 17, 2019

    • rl-storm-control

      Public
      Source code and data used in the Deep Reinforcement Learning for the Real Time Control of Stormwater Systems paper
      reinforcement-learningstormwater
      reinforcement-learningstormwater
      Python
      •16•24•1•0•Updated May 16, 2019May 16, 2019

    • NetworkOptimization

      Public
      Algorithms based on network principles for the control of stormwater networks
      Jupyter Notebook
      •
      MIT License
      •1•3•0•0•Updated Apr 20, 2019Apr 20, 2019

    • vehicles-as-sensors

      Public
      Code and data for "Windshield wipers on connected vehicles produce high-accuracy rainfall maps"
      Jupyter Notebook
      •
      MIT License
      •2•1•0•0•Updated Nov 23, 2018Nov 23, 2018

    • LIFT

      Public
      Data and Scripts for LIFT challenge
      Python
      •0•1•0•0•Updated Sep 5, 2018Sep 5, 2018

    • DIBRT

      Public
      MATLAB
      •
      MIT License
      •1•1•0•0•Updated Jul 26, 2018Jul 26, 2018

    • NWM

      Public
      Code repo for national water model/IFS ML project
      Python
      •1•0•0•0•Updated Dec 18, 2017Dec 18, 2017
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