5 papers
Verifier-guided discovery of exact high-order mimetic operators with large language models
J. de Curtò, I. de Zarzà
Designing a high-order structure-preserving discretization is a constrained mathematical search: conservation, a positive discrete inner product, physical spectral behavior, bounda…
Collective Intelligence with Foundation Models
J. de Curtò, I. de Zarzà
As foundation models grow in scale and diversity, coordinating multiple models into cooperative reasoning systems offers a path toward safer, more reliable AI. This chapter present…
Foundation Models for Automatic CAD Generation
J de Curtò, Victoria Guillén, I. de Zarzà
Recent advances in Large Language Models (LLMs) and Vision-Language Models (VLMs) enable the automatic generation of parametric 3D designs from natural-language specifications. Thi…
LLM-Mediated Demand Response Coordination in Smart Microgrids
J. de Curtò, I. de Zarzà
Effective demand response in smart microgrids requires prosumers to cooperate voluntarily under strategic self-interest, a coordination problem structurally equivalent to a repeate…
Language-Conditioned Visual Grounding with CLIP Multilingual
J. de Curtò, Mauro Liz, I. de Zarzà
Multilingual vision-language models exhibit systematic performance gaps across languages, but the mechanism remains ambiguous: cross-language divergence could arise from the visual…