[HTML][HTML] Machine Learning to speed up Computational Fluid Dynamics engineering simulations for built environments: A review
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 …
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
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 …
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 …
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 …
Efficiency and accuracy have been challenging in the design optimisation process driven by
building simulation. The literature review identified the limitations of previous studies …
building simulation. The literature review identified the limitations of previous studies …
Machine Learning for Pedestrian-Level Wind Comfort Analysis
(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 …
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 …
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
Computational Fluid Dynamic (CFD) programs provide access to affordable and validated
airflow simulations. Several digital tools have been developed to make these expert …
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 …
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