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Real-time water systems lab's Projects

autosampler_trigger icon autosampler_trigger

Code to autonomously trigger the autosampler to sample based on weather forecast and water depth data

baeopt icon baeopt

Bayesian Methods for the calibration and control of storm water networks

control_sim icon control_sim

Models, code, and controllers for the development of smarter stormwater systems

data-validation icon data-validation

ML-assisted, process-based validation of environmental sensor data.

drips icon drips

A self-calibrating framework for the sensor-driven and dynamical modeling of combined sewer systems

gi_sensor_node icon gi_sensor_node

Codebase, hardware schematics, and how-to guides for the Open Storm green infrastructure sensor node.

lift icon lift

Data and Scripts for LIFT challenge

notorios icon notorios

A non-preemptive operating system for node. To all the teachers that told me I'd never amount to nothing.

nwm icon nwm

Code repo for national water model/IFS ML project

pystorms icon pystorms

Simulation Sandbox for the Design and Evaluation of Stormwater Control Algorithms

rl-storm-control icon rl-storm-control

Source code and data used in the Deep Reinforcement Learning for the Real Time Control of Stormwater Systems paper

rrcf icon rrcf

🌲 Implementation of the Robust Random Cut Forest algorithm for anomaly detection on streams

sensor-placement icon sensor-placement

Code for "Observability-based sensor placement improves contaminant tracing in river networks"

sensordat icon sensordat

Code for the SensorDat 2018 ESIP Lab Incubator Project

stormreactor icon stormreactor

StormReactor: Python package for modeling any pollutant generation or removal method in SWMM

vehicles-as-sensors icon vehicles-as-sensors

Code and data for "Windshield wipers on connected vehicles produce high-accuracy rainfall maps"

wsn icon wsn

wireless code and sensor drivers for PSoC motes

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