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Bayesian Optimization with Unknown Constraints for the Design and Real-Time Control of Stormwater Systems
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Performance-Guaranteed Reference Tracking With Power Directionality Constraints: Application to Controlled Stochastic Watersheds
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Resilient Infrastructures via Digital Unification
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Democratizing Sewer Data: Customized Interfaces Allow Non-engineers to Take Action Against Urban Flooding
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Barriers to Coordination and the Role of Technology in Community-Managed Watersheds
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Teamwork without talking: distributed system estimates maintain approximately centralized control of smart urban drainage systems during communications outages
2025
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Generating interpretable rainfall-runoff models automatically from data
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Automated hydrologic forecasting using open-source sensors: Predicting stream depths across 200,000 km2
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Tunable linear feedback control of urban drainage systems using models defined purely from data
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Toward the autonomous flushing of building plumbing: Characterizing oxidation-reduction potential and temperature sensor dynamics
2024
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Real-Time Control and Bioretention: Implications for Hydrology
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Machine Learning-Assisted, Process-Based Quality Control for Detecting Compromised Environmental Sensors
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Identification of stormwater control strategies and their associated uncertainties using Bayesian Optimization
arXiv preprint
2023 -
Measuring city-scale green infrastructure drawdown dynamics using internet-connected sensors in Detroit
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Generating interpretable rainfall-runoff models automatically from data
Ess Open Archive
2023 -
Improvement of phosphorus removal in bioretention cells using real-time control
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An Automated Toolchain for Camera-Enabled Sensing of Drinking Water Chlorine Residual
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Editorial: Themed issue on data-intensive water systems management and operation
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StormReactor: An open-source Python package for the integrated modeling of urban water quality and water balance
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Wireless Sensors for Measuring Drinking Water Quality in Building Plumbing: Deployments and Insights from Continuous and Intermittent Water Supply Systems
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pystorms: A simulation sandbox for the development and evaluation of stormwater control algorithms
arXiv
2021 -
Pipedream: An interactive digital twin model for natural and urban drainage systems
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Observability-Based Sensor Placement Improves Contaminant Tracing in River Networks
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Stationary and portable multipollutant monitors for high-spatiotemporal-resolution air quality studies including online calibration
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Extracting useful signals from flawed sensor data: Developing hybrid data-driven approaches with physical factors
Water Research
2020 -
Deep reinforcement learning for the real time control of stormwater systems
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Balancing water quality and flows in combined sewer systems using real-time control
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Detroit River phosphorus loads: Anatomy of a binational watershed
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Urban total phosphorus loads to the St. Clair-Detroit River System
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Open-Storm Detroit Dynamics
WE&T Magazine
2019 -
High-resolution hydrologic forecasting for very large urban areas
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Hydrograph peak-shaving using a graph-theoretic algorithm for placement of hydraulic control structures
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Windshield wipers on connected vehicles produce high-accuracy rainfall maps
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Real time control schemes for improving water quality from bioretention cells
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Field and Laboratory Evaluations of the Low-Cost Plantower Particulate Matter Sensor
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Are all data useful? Inferring causality to predict flows across sewer and drainage systems using directed information and boosted regression trees
Water Research
2018 -
Real-Time Control of Urban Headwater Catchments Through Linear Feedback: Performance, Analysis, and Site Selection
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Autonomous Control of Urban Storm Water Networks Using Reinforcement Learning
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Using Sensor Data to Dynamically Map Large-Scale Models to Site-Scale Forecasts: A Case Study Using the National Water Model
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Shaping Streamflow Using a Real-Time Stormwater Control Network
Sensors
2018 -
Vehicles as sensors: high-accuracy rainfall maps from windshield wiper measurements
arXiv
2018 -
Open storm: a complete framework for sensing and control of urban watersheds
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Awa: Using water distribution systems to transmit data
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An automated toolchain for the data-driven and dynamical modeling of combined sewer systems
Water Research
2017 -
Distance-Penalized Active Learning Using Quantile Search
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Big Ship Data: Using vessel measurements to improve estimates of temperature and wind speed on the Great Lakes
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Emerging investigators series: building a theory for smart stormwater systems
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Adaptive measurements of urban runoff quality
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Real-time environmental sensor data: An application to water quality using web services
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Smarter Stormwater Systems
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Crystal-free network synchronization
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EDITORIAL Cloud Hosted Real-time Data Services for the Geosciences (CHORDS)
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Sensing and Cyberinfrastructure for Smarter Water Management: The Promise and Challenge of Ubiquity
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Sensor placement strategies for snow water equivalent (SWE) estimation in the American River basin
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TDMA-Based Dual-Mode Communication for Mobile Wireless Sensor Networks
Sensors
2012 -
Design and performance of a wireless sensor network for catchment-scale snow and soil moisture measurements
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OpenWSN: a standards-based low-power wireless development environment
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Mobile Transit Trip Planning with Real-Time Data
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Sampling Strategies in Forest Hydrology and Biogeochemistry