Topology optimization via machine learning and deep learning: a review

S Shin, D Shin, N Kang - Journal of Computational Design and …, 2023 - academic.oup.com
Topology optimization (TO) is a method of deriving an optimal design that satisfies a given
load and boundary conditions within a design domain. This method enables effective design …

A comparative review between Genetic Algorithm use in composite optimisation and the state-of-the-art in evolutionary computation

ZZ Wang, A Sobey - Composite Structures, 2020 - Elsevier
The task of providing optimal composite structures is increasingly difficult. New analysis
approaches seek to model the material at the fibre/matrix scale and increasingly more …

Generative design by reinforcement learning: enhancing the diversity of topology optimization designs

S Jang, S Yoo, N Kang - Computer-Aided Design, 2022 - Elsevier
Generative design refers to computational design methods that can automatically conduct
design exploration under constraints defined by designers. Among many approaches …

Evolutionary black-box topology optimization: Challenges and promises

D Guirguis, N Aulig, R Picelli, B Zhu… - IEEE Transactions …, 2019 - ieeexplore.ieee.org
Black-box topology optimization (BBTO) uses evolutionary algorithms and other soft
computing techniques to generate near-optimal topologies of mechanical structures …

An optimization method based on the evolutionary and topology approaches to reduce the mass of composite wind turbine blades

AE Albanesi, I Peralta, F Bre, BA Storti… - Structural and …, 2020 - Springer
The design of large and lightweight wind turbines is a current challenge in the wind energy
industry. In this context, this work aims to present a novel methodology to reduce the mass of …

[HTML][HTML] On topology optimisation methods and additive manufacture for satellite structures: a review

AB Hurtado-Pérez, AJ Pablo-Sotelo, F Ramírez-López… - Aerospace, 2023 - mdpi.com
Launching satellites into the Earth's orbit is a critical area of research, and very demanding
satellite services increase exponentially as modern society takes shape. At the same time …

[HTML][HTML] Recent advances on the design automation for performance-optimized fiber reinforced polymer composite components

YD Boon, SC Joshi, SK Bhudolia, G Gohel - Journal of Composites …, 2020 - mdpi.com
Advanced manufacturing techniques, such as automated fiber placement and additive
manufacturing enables the fabrication of fiber-reinforced polymer composite components …

Multi-component topology optimization for die casting (MTO-D)

H Zhou, J Zhang, Y Zhou, K Saitou - Structural and Multidisciplinary …, 2019 - Springer
This paper presents a multi-component topology optimization method for the structural
assemblies that are made of components produced by die casting (MTO-D) processes …

Topology optimization of blank holders based on a kriging-interpolated level-set method

Y **, and blank holder
optimization is thus investigated in this article. A kriging-interpolated level-set method based …

[PDF][PDF] Experimental and Numerical Investigation of Engine Foundation for Vibration Reduction.

V Ramakrishna, S Ramakrishna, PV Kumar - Defence Science Journal, 2018 - core.ac.uk
The purpose of this study is to minimise frequency response of engine foundation using
topology optimisation. The study involves vibration response estimation of an existing …