Repository of scripts and data for the "Robustness and resilience of complex networks" paper by Oriol Artime, Marco Grassia, Manlio De Domenico, James P. Gleeson, Hernán A. Makse, Giuseppe Mangioni, Matjaž Perc and Filippo Radicchi, published at Nature Review Physics (2024). https://doi.org/10.1038/s42254-023-00676-y

Benchmarking the gap between AI agent hype and architecture. Three agent archetypes, 73-point performance spread, stress testing, network resilience, and ensemble coordination analysis with statistical validation.

resilience and prospective resilience of complex networks

Official PyTorch implementation of "Edge Rewiring Goes Neural: Boosting Network Resilience via Policy Gradient".

Evolution of protein interactomes across the tree of life

Social Network Analysis on post trade data: centrality, scale free behavior and resiliency of the networks over time

Urban Simulation coursework for CASA UCL - Network Analysis, Agent-Based Modeling, and Spatial Interaction Models

Official code for "Minimal Reconnection for Brain Resilience". Models brain network fragmentation (e.g., Alzheimer's) via hub attacks. Proposes ORT-THERAPY-F, a "Giant Component Absorption" heuristic that achieves 100% reconnection. Standard baselines (PA, CN) fail completely (0% repair), while our method is optimal and 36.5% more efficient.

Repository for running resilience analysis over networks

Advanced DoS Testing Framework for authorized security assessments and network resilience testing. Multiple attack methods available. For educational and authorized use only.

🤖 Benchmark AI agent capabilities, bridging the gap between hype and reality with clear metrics and insights for informed development decisions.

MSc projects and research materials on transportation engineering, network resilience, and graph neural networks (GNNs).

Analysis of modern network protocols designed to maintain data integrity and availability in adversarial environments.

🧠 Enhance brain resilience using a strategic reconnection framework for damaged connectomes with Minimal Reconnection for Brain Resilience.