High-resolution topology optimization method of multi-morphology lattice structures based on three-dimensional convolutional neural networks (3D-CNN)

Concurrent shape optimization of a multiscale structure for controlling macrostructural stiffness

(2022) Minami Fujioka et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Investigation of concurrent multiscale topology optimization for designing lightweight macrostructure with high thermal conductivity

(2022) Musaddiq Al Ali et al.   INTERNATIONAL JOURNAL OF THERMAL SCIENCES

Stiffness optimization design for TPMS architected cellular materials

(2022) Yuxiang Feng et al.   MATERIALS & DESIGN

Topology optimization of multi-scale structures: a review

(2021) Jun Wu et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Efficient, high-resolution topology optimization method based on convolutional neural networks

(2021) Liang Xue et al.   Frontiers of Mechanical Engineering

Design optimization of multimorphology surface-based lattice structures with density gradients

(2021) Xin Shi et al.   The International Journal of Advanced Manufacturing Technology

Multiscale topology optimisation with nonparametric microstructures using three-dimensional convolutional neural network (3D-CNN) models

(2021) Guo Yilin et al.   Virtual and Physical Prototyping

Rapid Modeling and Design Optimization of Multi-Topology Lattice Structure Based on Unit-Cell Library

(2020) Yuan Liu et al.   JOURNAL OF MECHANICAL DESIGN

Optimum design of automobile components using lattice structures for additive manufacturing

(2020) Büşra Aslan et al.   Materials Testing

Design and Optimization of Lattice Structures: A Review

(2020) Chen Pan et al.   Applied Sciences-Basel

Non-iterative structural topology optimization using deep learning

(2019) Baotong Li et al.   COMPUTER-AIDED DESIGN

Simple, accurate surrogate models of the elastic response of three-dimensional open truss micro-architectures with applications to multiscale topology design

(2019) Seth Watts et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Multifunctional mechanical‐metamaterials based on triply periodic minimal surface lattices: A review

(2019) Oraib Al-Ketan et al.   ADVANCED ENGINEERING MATERIALS

Topology optimization for functionally graded cellular composites with metamaterials by level sets

(2018) Hao Li et al.   COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

A 149 Line Homogenization Code for Three-Dimensional Cellular Materials Written in matlab

(2018) Guoying Dong et al.   JOURNAL OF ENGINEERING MATERIALS AND TECHNOLOGY-TRANSACTIONS OF THE ASME

Multiscale topology optimization using neural network surrogate models

(2018) Daniel A. White et al.   COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

Designing for Additive Manufacturing: Lightweighting Through Topology Optimization Enables Lunar Spacecraft

(2017) Melissa E. Orme et al.   JOURNAL OF MECHANICAL DESIGN

An efficient 3D topology optimization code written in Matlab

(2014) Kai Liu et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

3D Convolutional Neural Networks for Human Action Recognition

(2012) Shuiwang Ji et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Efficient topology optimization in MATLAB using 88 lines of code

(2010) Erik Andreassen et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Asymptotic Homogenization of Composite Materials and Structures

(2009) Alexander L. Kalamkarov et al.   Applied Mechanics Reviews

A Survey on Transfer Learning

(2009) Sinno Jialin Pan et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Asymptotic and numerical homogenization

(2008) B. Engquist et al.   ACTA NUMERICA