Graph-based functional and structural resilience assessment of urban drainage networks

This repository contains Python code implementing a physics-guided, graph-based model for resilience assessment of urban drainage networks, as proposed in the paper:

“Functional and structural resilience assessment in urban drainage networks: a physics-guided graph-based surrogate model”
Authors: Mohammad Rajabi, Mohsen Hajibabaei, Aun Dastgir, Robert Sitzenfrei

📘 Overview
The model computes:

• Resilience to structural failures

• Resilience to functional failures

It uses a series of hydraulically informed graph metrics for flow routing and, finally, computes resilience using graph-based formulas.

📂 Files and Folders Structure

├── Functional_resilience.ipynb                            # Calculate functional resilience under all block rainfall scenarios
├── Functional_resilience_dynamic_rain.ipynb     # Calculate functional resilience under all Chicago and Euler Type II rainfall scenarios
├── Structural_resilience.ipynb                             # Calculate structural resilience for single-pipe failure scenarios
└── input_network/                                              # Contains the SWMM input file

📬 Contact