Non-Linear Method of Vehicle Pre-Crash Velocity Estimation Based on Random Forest Regression and Energy Equivalent Speed for Compact Vehicle Class

Until now, there have been no published attempts to utilize ensemble learning approaches to pre-crash velocity estimation. In this research article, we focus on the method of vehicle crash velocity prediction based on the random forest regression approach. In particular, the study aims to develop an...

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Principais autores:	Milos Poliak, Bartosz Lewandowski, Filip Turoboś, Przemysław Kubiak, Marek Jaśkiewicz, Marcin Markiewicz, Damian Frej, Justyna Jaśkiewicz
Formato:	Artigo
Idioma:	Inglês
Publicado em:	MDPI AG 2026-03-01
Colecção:	Energies
Assuntos:	car crash reconstruction non-linear methods car accidents equivalent energy speed random forest regression
Acesso em linha:	https://www.mdpi.com/1996-1073/19/7/1678
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