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
Mathematical benchmark exposing the massive performance gap between real agents and LLM wrappers. Rigorous multi-dimensional evaluation with statistical validation (95% CI, Cohen's h) and reproducible methodology. Separates architectural theater from real systems through stress testing, network resilience, and failure analysis.
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
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.
Urban Simulation coursework for CASA UCL - Network Analysis, Agent-Based Modeling, and Spatial Interaction Models
Analysis of modern network protocols designed to maintain data integrity and availability in adversarial environments.
🤖 Benchmark AI agent capabilities, bridging the gap between hype and reality with clear metrics and insights for informed development decisions.
Analysis of modern network protocols designed to maintain data integrity and availability in adversarial environments.
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