WindsorML: High-Fidelity Computational Fluid Dynamics Dataset For Automotive Aerodynamics

Autor: Ashton, Neil, Angel, Jordan B., Ghate, Aditya S., Kenway, Gaetan K. W., Wong, Man Long, Kiris, Cetin, Walle, Astrid, Maddix, Danielle C., Page, Gary

This paper presents a new open-source high-fidelity dataset for Machine Learning (ML) containing 355 geometric variants of the Windsor body, to help the development and testing of ML surrogate models for external automotive aerodynamics. Each Computa

Externí odkaz: http://arxiv.org/abs/2407.19320

Automotive Aerodynamics

Autor: Joseph Katz

The automobile is an icon of modern technology because it includes most aspects of modern engineering, and it offers an exciting approach to engineering education. Of course there are many existing books on introductory fluid/aero dynamics but the ma

Tento výsledek nelze pro nepřihlášené uživatele zobrazit.
K zobrazení výsledku je třeba se přihlásit.

Tento výsledek nelze pro nepřihlášené uživatele zobrazit.
K zobrazení výsledku je třeba se přihlásit.

Automotive aerodynamics for high school in Three Pedagogical Moments approaching

Autor: Crislan Alves Vieira, M.O.C. Pires

Publikováno v: Revista Brasileira de Ensino de Física v.44 2022
Revista Brasileira de Ensino de Física
Sociedade Brasileira de Física (SBF)
instacron:SBF
Revista Brasileira de Ensino de Física, Volume: 44, Article number: e20210437, Published: 27 MAY 2022

The topic of fluid dynamics is rarely addressed fully in high school classes. The absence of this subject in the school year, the extensive content and the lack of connections with the student’s reality are features that put aside hydrodynamics and

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::6b7ba5f6f6130e7998c04fcad58a2ad2
http://old.scielo.br/scielo.php?script=sci_arttext&pid=S1806-11172022000100720