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Author

Pedro Tarancón-Álvarez

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Review Open access Oct 2026

Denario Project: Deep Knowledge Artificial Intelligence Agents for Scientific Discovery

We present , an Artificial Intelligence (AI) multiagent system designed to serve as a scientific research assistant. can perform many different tasks, such as generating ideas, checking the literature, developing research plans, writing and executing code, making plots, and drafting a scientific paper. The system has...

F. Villaescusa-Navarro, B. Bolliet, Pablo Villanueva-Domingo et al. · 1 citation
Jul 2026

Physics-Informed Neural Embeddings of PDE Solution Families

A physics-informed framework for learning finite-dimensional embeddings of solution families of partial differential equations using a multihead Physics-Informed Neural Network is introduced, which establishes the learned spectral profiles and principal components as robust observables of solution-manifold geometry.

Raúl Jiménez, S. Mayboroda, P. Protopapas et al. · 0 citations

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