Towards integrated performance-driven generative design tools

K Shea, R Aish, M Gourtovaia - Automation in Construction, 2005 - Elsevier
Performance-driven generative design methods are capable of producing concepts and
stimulating solutions based on robust and rigorous models of design conditions and …

Generative design for more economical and environmentally sustainable reinforced concrete structures

F Alsakka, A Haddad, F Ezzedine, G Salami… - Journal of Cleaner …, 2023 - Elsevier
With billion tons of carbon dioxide emitted by the construction and manufacturing sector
every year, there is an urgent need for reducing construction materials consumption as the …

[PDF][PDF] Virtual design and construction: themes, case studies and implementation suggestions

J Kunz, M Fischer - Center for Integrated Facility Engineering …, 2012 - stacks.stanford.edu
Abstract Virtual Design and Construction (VDC 1) is the use of integrated multi-disciplinary
performance models of design-construction projects to support explicit and public business …

Building envelope shape design in early stages of the design process: Integrating architectural design systems and energy simulation

V Granadeiro, JP Duarte, JR Correia… - Automation in construction, 2013 - Elsevier
The envelope shape, the most salient design characteristic in a building, has significant
influence on its energy performance. However, in the early design stages, when the …

Trajectory of building and structural design automation from generative design towards the integration of deep generative models and optimization: A review

S Kookalani, E Parn, I Brilakis, S Dirar… - Journal of Building …, 2024 - Elsevier
Abstract Design automation addresses the problem of manual and time-consuming design
processes by streamlining and optimizing the creation of products, systems, or solutions …

An efficient simulated annealing algorithm for design optimization of truss structures

L Lamberti - Computers & Structures, 2008 - Elsevier
This paper presents an optimization algorithm based on Simulated Annealing. The algorithm–
denoted as CMLPSA (Corrected Multi-Level &Multi-Point Simulated Annealing)–implements …

Materializing design: the implications of rapid prototyping in digital design

L Sass, R Oxman - Design studies, 2006 - Elsevier
Rapid prototyping (RP) today is absorbed into practice and is being recognized as a
significant technology for design. This paper attempts to formulate key aspects of the design …

Informed tectonics in material-based design

R Oxman - Design Studies, 2012 - Elsevier
The development of digital design and fabrication technologies is enabling an expanding
inter-relationship between technology and design. Material-based design is defined as a …

Design with shape grammars and reinforcement learning

M Ruiz-Montiel, J Boned, J Gavilanes… - Advanced Engineering …, 2013 - Elsevier
Shape grammars are a powerful and appealing formalism for automatic shape generation in
computer-based design systems. This paper presents a proposal complementing the …

Computational exploration of the structural design space

CT Mueller - 2014 - dspace.mit.edu
This dissertation focuses on computational strategies for incorporating structural
considerations into the earliest stages of the architectural design process. Because …