Dr. Luca Verginer
Senior Researcher
I am an empirical economist and network scientist focused on the dynamics of pharmaceutical supply chains and the role of patenting in their innovation. My research ambitiously spans both economic and social networks, using a diverse methodological toolkit that includes causal inference, advanced econometrics, and state-of-the-art neural network models, particularly Graph Neural Networks (GNN) and Natural Language Processing (NLP). A significant aspect of my work is dedicated to examining and enhancing the resilience of pharmaceutical supply chains. With a strong emphasis on temporal network analysis. My reseaerch is directed towards shaping resilient, efficient, and innovative solutions for the challenges facing global health today.
Prior to joining Chair of Systems Design Team, I received a Master’s degree in Economics from the University of Trento and a PhD in Economics and Data Science from IMT School for Advanced Studies, Lucca.
Luca's most recent publications
The Uneven Access to COVID-19 Research for Women in Science
arXiv - 2024
Tracing Opioids Across the US: A High-Resolution Pharmaceutical Distribution Dataset
Scientific Data - 2024
Adapting to disruptions: Managing supply chain resilience through product rerouting
Science Advances - 2024
Shock! Quantifying the Impact of Core Developers' Dropout on the Productivity of OSS Projects
Companion Proceedings of the ACM on Web Conference 2024 - 2024
The Robotic Herd: Using Human-Bot Interactions to Explore Irrational Herding
SocArXiv - 2023
Spillover of Antisocial Behavior from Fringe Platforms: The Unintended Consequences of Community Banning
Proceedings of the International AAAI Conference on Web and Social Media - 2023
Understanding Online Migration Decisions Following the Banning of Radical Communities
Proceedings of the 15th ACM Web Science Conference 2023 - 2023
When standard network measures fail to rank journals: A theoretical and empirical analysis
Quantitative Science Studies - 2022
The Role Of Network Embeddedness On The Selection Of Collaboration Partners: An Agent-Based Model With Empirical Validation
Advances in Complex Systems - 2022
The Impact of Acquisitions on Inventors' Turnover in the Biotechnology Industry
arXiv - 2022
The impact of the COVID-19 pandemic on scientific research in the life sciences
PLOS ONE - 2022
Network embeddedness indicates the innovation potential of firms
arXiv - 2022
A network approach to expertise retrieval based on path similarity and credit allocation
Journal of Economic Interaction and Coordination - 2021
Reproducing scientists' mobility: a data-driven model
Scientific Reports - 2021
Stem cell legislation and its impact on the geographic preferences of stem cell researchers
Eurasian Business Review - 2021