Francesco Marcelloni

Papers

Total Citations

H-Index

About

Francesco Marcelloni is a researcher whose work bridges the fields of artificial intelligence, robotics, and their transformative applications in real-world domains. His scholarship reflects a growing commitment to understanding how intelligent systems can be systematically analyzed and deployed to address pressing global challenges, particularly in agriculture and human-centered autonomy. Among his notable contributions, Marcelloni has explored the intersection of AI and agri-robotics, examining how intelligent technologies can help build more sustainable, efficient, and resilient food systems in the face of climate change, food insecurity, and labor shortages. His bibliometric-driven research methodology provides a rigorous, data-informed lens through which emerging trends in these rapidly evolving fields can be mapped and understood. His work on human-centered AI and autonomous robotics further demonstrates a nuanced appreciation for the ethical and practical dimensions of deploying intelligent systems, emphasizing precision, consistency, and the complex challenges of advancing automation responsibly. Though his most recent publications are in the early stages of accumulating citations — with his 2026 agri-robotics review already garnering 3 citations and his 2025 autonomy study receiving 2 — Marcelloni's research addresses timely and high-impact questions that are likely to resonate strongly with the broader scientific community in the years ahead.