Andrea Serani

A Nonlinear Extension of Parametric Model Embedding for Dimensionality Reduction in Parametric Shape Design

ABSTRACT Dimensionality reduction is essential in simulation‐based shape design, where high‐dimensional parameterizations hinder optimization, surrogate modeling, and systematic design‐space exploration. Parametric Model Embedding (PME) addresses this issue by constructing reduce...