[HTML][HTML] Machine Learning to speed up Computational Fluid Dynamics engineering simulations for built environments: A review

C Caron, P Lauret, A Bastide - Building and Environment, 2024 - Elsevier
Computational fluid dynamics (CFD) represents a valuable tool in the design process of built
environments, enhancing the comfort, health, energy efficiency, and safety of indoor and …

Shape optimization during design for improving outdoor wind comfort and solar radiation in cities

L Kabošová, A Chronis, T Galanos, S Kmeť… - Building and …, 2022 - Elsevier
This paper delivers an idea of weather-based optimization as a sustainable design strategy
addressing the changing climate. An environment-driven design technique is introduced …

Fast wind prediction incorporated in urban city planning

L Kabošová, A Chronis… - International Journal of …, 2022 - journals.sagepub.com
Digital design and analysis tools are continually progressing, enabling more seamless
integration of climatic impacts into the conceptual design stage, which naturally means …

[HTML][HTML] Does architectural design require single-objective or multi-objective optimisation? A critical choice with a comparative study between model-based algorithms …

R Zhang, X Xu, K Liu, L Kong, X Wang, L Zhao… - Frontiers of Architectural …, 2024 - Elsevier
Efficiency and accuracy have been challenging in the design optimisation process driven by
building simulation. The literature review identified the limitations of previous studies …

Machine Learning for Pedestrian-Level Wind Comfort Analysis

M Gür, I Karadag - Buildings, 2024 - mdpi.com
(1) Background: Artificial intelligence (AI) and machine learning (ML) techniques are being
more widely employed in the field of wind engineering. Nevertheless, there is a scarcity of …

Building Perforation Design: The Impact of Geometrical Features on the Local Wind Environment

AE Hassen, WB Eremed, L Pagliano… - Journal of Architectural …, 2023 - ascelibrary.org
Building geometrical features have a significant effect on the local wind environment. The
presented study investigated the impact of building perforation design geometrical features …

Exemplifying the importance of simulation parameters in building applications by validating airflow models in Grasshopper

R Zhang, C Waibel, X Xu, K Liu… - Building Simulation …, 2023 - publications.ibpsa.org
Computational Fluid Dynamic (CFD) programs provide access to affordable and validated
airflow simulations. Several digital tools have been developed to make these expert …

Air Cycles in the Built Environment: Towards a Bioremediation Building Envelope System for Improved Air Quality

A Theodoridis - 2022 - search.proquest.com
Abstract According to the World Health Organization and the European Environment
Agency, air pollution is the biggest environmental health risk today. Although general …

[CITAZIONE][C] USABILITY OF PARAMETRIC DESIGN PLUG-INS AS A SUPPORT TOOL IN URBANISM AND CIM

DZ MACHADO, AQ MUSSI