Python Wrappers for SWMM

Dynamic hydrology-hydraulic water quality simulation model for stormwater, wastewater, and combined sewer collection systems

PySWMM Stormwater Management Model repository

The web application front end for Model My Watershed.

An automated subcatchment generator for SWMM5 model

SWMManywhere is used to derive and simulate a sewer network anywhere in the world

Analyzing NYC's 311 Street Flooding Complaints from 2010 to 2020.

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

💧 Water quality analysis

Command line script and Python package to read time-series from the Storm Water Management Model (SWMM) binary output.

Analyzing NYC's Stormwater Flood Map - Extreme Flood Scenario

Source code for the MARL-enabled real-time control of urban drainage system

A Collection of Flood Hazard Layers for New York City.

Pyromb is a python package to convert a catchment diagram developed in QGIS, or any GIS package, to a RORB or WBNM control file

A web application that allows citizens to "adopt" a storm drain in Norfolk, Virginia

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

The Neptune project is the internal code name for the Orange County Stormwater Tools. The Orange County Stormwater Tools is a web application to track performance and progress towards TMDL implementation in south Orange County, California.

Bayesian Methods for the calibration and control of storm water networks

💧: An Open Source Storm Water Management Modeling Software

Open-source AI-agent skills for researchers: literature search & review, statistics, model calibration & uncertainty, publication figures, Word reports, reproducibility — plus a full EPA SWMM urban-drainage suite. Runtime-agnostic (Claude Code, Cursor, Codex).