9 citations · 9 across the 3 of their papers we have counts for
4 papers
The Elusive Nature of Roughness: Linking Hydraulics and Graph Theory for Water Distribution Networks Model Calibration
Karol Dykiert, Mateusz Stolarski, Michał Czuba +2
Accurate pipe roughness estimation in large-scale water distribution networks is often hindered by the high cost of traditional field methods. This study investigates whether netwo…
Twinning Complex Networked Systems: Data-Driven Calibration of the mABCD Synthetic Graph Generator
Piotr Bródka, Michał Czuba, Bogumił Kamiński +4
The increasing availability of relational data has contributed to a growing reliance on network-based representations of complex systems. Over time, these models have evolved to ca…
Identifying Super Spreaders in Multilayer Networks
Michał Czuba, Mateusz Stolarski, Adam Piróg +2
Identifying super-spreaders can be framed as a subtask of the influence maximisation problem. It seeks to pinpoint agents within a network that, if selected as single diffusion see…
Identifying Key Nodes for the Influence Spread using a Machine Learning Approach
Mateusz Stolarski, Adam Piróg, Piotr Bródka
The identification of key nodes in complex networks is an important topic in many network science areas. It is vital to a variety of real-world applications, including viral market…