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cs.CE2025
Towards Generative Design Using Optimal Transport for Shape Exploration and Solution Field Interpolation
Sergio Torregrosa, David Munoz, Hector Navarro +2
Generative Design (GD) combines artificial intelligence (AI), physics-based modeling, and multi-objective optimization to autonomously explore and refine engineering designs. Despi…
cs.CE2025
A Reduced Order Model conditioned on monitoring features for estimation and uncertainty quantification in engineered systems
Konstantinos Vlachas, Thomas Simpson, Anthony Garland +3
Reduced Order Models (ROMs) form essential tools across engineering domains by virtue of their function as surrogates for computationally intensive digital twinning simulators. Alt…