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Gianmarco Mengaldo

6 papers hereh-index 4174 citations9 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • sole author1
  • middle author2
  • last author3

Across the 6 of 6 papers where every author was matched, so the position is known.

fields
  • cs.AI3
  • cs.LG2
  • physics.soc-ph1
same name
  • Gianmarco Mengaldo — 3 papers

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20242026
most citedExplain the Black Box for the Sake of Science: the Scientific Method in the Era of Generative Artificial Intelligence

3 citations · 3 across the 5 of their papers we have counts for

collaborators
Showing 2026Show all

3 papers · 1 filter

cs.AI2026

Reinforcement Learning with Comparative Evidence for Social Intelligence

Keane Ong, Yuriel Ryan, Sabri Boughorbel +9

Developing socially intelligent AI remains heavily dependent on human-annotated data, limiting the scale and breadth of social understanding models can acquire. Methods that derive…

cs.LG2026

Dynamics-Aware Weighting for Deep Learning Forecasts of Chaotic Systems

Zhou Fang, Gianmarco Mengaldo

Deep learning surrogates have become powerful tools for simulating and forecasting complex dynamical systems, yet their utility remains limited by catastrophic error accumulation d…

cs.AI2026

Explainable AI: Learning from the Learners

Ricardo Vinuesa, Steven L. Brunton, Gianmarco Mengaldo

Artificial intelligence now outperforms humans in several scientific and engineering tasks, yet its internal representations often remain opaque. In this Perspective, we argue that…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.