Evolutionary computation and structural design: A survey of the state-of-the-art

R Kicinger, T Arciszewski, K De Jong - Computers & structures, 2005 - Elsevier
Evolutionary computation is emerging as a new engineering computational paradigm, which
may significantly change the present structural design practice. For this reason, an extensive …

Recent advances in engineering design optimisation: Challenges and future trends

R Roy, S Hinduja, R Teti - CIRP annals, 2008 - Elsevier
Traditional engineering design optimisation which is the process of identifying the right
combination of product parameters is often done manually, time consuming and involves a …

[HTML][HTML] Deep learning for topology optimization of 2D metamaterials

HT Kollmann, DW Abueidda, S Koric, E Guleryuz… - Materials & Design, 2020 - Elsevier
Data-driven models are rising as an auspicious method for the geometrical design of
materials and structural systems. Nevertheless, existing data-driven models customarily …

Optimal topology for additive manufacture: A method for enabling additive manufacture of support-free optimal structures

M Leary, L Merli, F Torti, M Mazur, M Brandt - Materials & Design, 2014 - Elsevier
Topology optimisation enables profound insight into the optimal material distribution for a
given structural objective, applied loading and boundary conditions. The topologically …

[책][B] Topology optimization: theory, methods, and applications

MP Bendsoe, O Sigmund - 2013 - books.google.com
" The art of structure is where to put the holes" Robert Le Ricolais, 1894-1977 This is a
completely revised, updated and expanded version of the book titled" Optimization of …

Automatic design and manufacture of soft robots

J Hiller, H Lipson - IEEE Transactions on Robotics, 2011 - ieeexplore.ieee.org
We present the automated design and manufacture of static and locomotion objects in which
functionality is obtained purely by the unconstrained 3-D distribution of materials. Recent …

Accelerated search and design of stretchable graphene kirigami using machine learning

PZ Hanakata, ED Cubuk, DK Campbell, HS Park - Physical review letters, 2018 - APS
Making kirigami-inspired cuts into a sheet has been shown to be an effective way of
designing stretchable materials with metamorphic properties where the 2D shape can …

Isogeometric shape optimization of missing rib auxetics with prescribed negative Poisson's ratio over large strains using genetic algorithm

DK Pokkalla, LH Poh, ST Quek - International Journal of Mechanical …, 2021 - Elsevier
This paper presents an isogeometric shape optimization framework using genetic algorithm
to design 2D auxetic structures with prescribed Poisson's ratio over large tensile or …

Accelerating gradient-based topology optimization design with dual-model artificial neural networks

C Qian, W Ye - Structural and Multidisciplinary Optimization, 2021 - Springer
Topology optimization (TO) is a common technique used in free-form designs. However,
conventional TO-based design approaches suffer from high computational cost due to the …

Structural topology design optimization using genetic algorithms with a bit-array representation

SY Wang, K Tai - Computer methods in applied mechanics and …, 2005 - Elsevier
In this paper, a bit-array representation method for structural topology optimization using the
Genetic Algorithm (GA) is implemented. The importance of structural connectivity in a design …