Daniel Souza
Daniel Souza

Assistant Professor

I am an Assistant Professor at the Polytechnic University of Milan. My research focuses on the economics of science and innovation, studying how knowledge is produced, organized, and diffused across scientific and technological domains. I examine scientific collaboration, open science, and university–industry interactions, with a particular interest in how emerging technologies such as artificial intelligence and quantum computing shape science and innovation. My work combines network analysis, machine learning, and causal inference to analyze the evolution of research fields and the determinants of entrepreneurship and knowledge creation.

Email: danielfernando.desouza [at] polimi [dot] it

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Interests
  • Science & Innovation
  • Network Analysis
  • Economic Complexity
Education
  • PhD in Economics, 2022

    University of Turin & Collegio Carlo Alberto

  • MSc in Development Economics, 2017

    Federal University of Paraná

  • BSc in Economics, 2015

    Federal University of Minas Gerais

Recent Publications
(2025). How Small is Big Enough? Open Labeled Datasets and the Development of Deep Learning. Industrial and Corporate Change, 34(6).
(2025). Building a Scientific Community? The WOEPS Workshop and the Evolution of the Economics of Science, 1994–2023. Economics of Innovation and New Technology.
(2024). AI research in Canadian hospitals: The development of metropolitan competencies. Healthcare Management Forum, 37(6).
Work in Progress
(2026). The State of European Entrepreneurship: Trends in Quantity and Quality in France, Germany, and the UK (2009–2023). R&R - European Economic Review.
(2026). Rural Entrepreneurship in Europe: Understanding Key Enabling Factors. Submitted - Technological Forecasting and Social Change.
(2026). Mapping new knowledge: Using novelty measures critically. In preparation - Research Policy.
Contact

Please reach out in case you have any questions or want to talk about research.

Email

danielfernando.desouza [at] polimi [dot] it

Address

Department of Management, Economics and Industrial Engineering
Polytechnic University of Milan
Via Lambruschini, 4b, 20156
Milan, Italy