3d concrete printing 1funicular shells 1generative adversarial networks 1physics-informed learning 1structural optimization 1
From the 1 of 3 linked papers with an AI index.
3 papers
cs.CE2026
Physics-informed, Generative Adversarial Design of Funicular Shells
Rúben Lourenço, IcÃar Alfaro, Beatriz Moya +1
The paper presents a physics‑informed generative adversarial network that creates three‑dimensional shell geometries optimized for pure compression (funicular shells), targeting 3D…
cs.LG2026
Variational Graph Neural Networks for Uncertainty Quantification in Inverse Problems
David Gonzalez, Alba Muixi, Beatriz Moya +1
The increasingly wide use of deep machine learning techniques in computational mechanics has significantly accelerated simulations of problems that were considered unapproachable j…
cs.CE2025
Resilience-based post disaster recovery optimization for infrastructure system via Deep Reinforcement Learning
Huangbin Liang, Beatriz Moya, Francisco Chinesta +1
Infrastructure systems are critical in modern communities but are highly susceptible to various natural and man-made disasters. Efficient post-disaster recovery requires repair-sch…