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Machine Learning-Driven Multi-Objective Sizing Optimization, Performance Prediction and Feature Correlation Analysis of Vehicle Frame

Published in Vehicles • Jul 25, 2026
NobleIDNI7P484W466R026S191
Authors:
Xianren Zhou
,
Zhongmin Wang
,
Guangshuai Xu

Abstract

To overcome the challenges in conventional frame structure design, namely the difficulty in balancing lightweight design and performance enhancement, the low efficiency of finite element (FE) simulation, and the tedious process of multivariable preliminary screening, an efficient optimization framew...

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