Accelerating large-scale topology optimization: state-of-the-art and challenges
Large-scale structural topology optimization has always suffered from prohibitively high
computational costs that have till date hindered its widespread use in industrial design. The …
computational costs that have till date hindered its widespread use in industrial design. The …
Accelerated topology optimization by means of deep learning
This study is focused on enhancing the computational efficiency of the solid isotropic
material with penalization (SIMP) approach implemented for solving topology optimization …
material with penalization (SIMP) approach implemented for solving topology optimization …
A parallel parameterized level set topology optimization framework for large-scale structures with unstructured meshes
H Lin, H Liu, P Wei - Computer Methods in Applied Mechanics and …, 2022 - Elsevier
In addition to the requirements of full-scale optimization, the adaptability to structures with
arbitrary geometries and complex boundary conditions is also important to topology …
arbitrary geometries and complex boundary conditions is also important to topology …
FEniTop: a simple FEniCSx implementation for 2D and 3D topology optimization supporting parallel computing
Topology optimization has emerged as a versatile design tool embraced across diverse
domains. This popularity has led to great efforts in the development of education-centric …
domains. This popularity has led to great efforts in the development of education-centric …
Evolutionary black-box topology optimization: Challenges and promises
Black-box topology optimization (BBTO) uses evolutionary algorithms and other soft
computing techniques to generate near-optimal topologies of mechanical structures …
computing techniques to generate near-optimal topologies of mechanical structures …
Fully parallel level set method for large-scale structural topology optimization
To realize large-scale or high-resolution structural topology optimization design, a fully
parallel parameterized level set method with compactly supported radial basis functions …
parallel parameterized level set method with compactly supported radial basis functions …
Parallel BESO framework for solving high-resolution topology optimisation problems
The bi-directional evolutionary structural optimisation (BESO) has attracted much interest in
recent decades. However, the high computational cost of the topology optimisation method …
recent decades. However, the high computational cost of the topology optimisation method …
GPU parallel strategy for parameterized LSM-based topology optimization using isogeometric analysis
This paper proposes a new level set-based topology optimization (TO) method using a
parallel strategy of Graphics Processing Units (GPUs) and the isogeometric analysis (IGA) …
parallel strategy of Graphics Processing Units (GPUs) and the isogeometric analysis (IGA) …
A GPU implementation of the PCG method for large-scale image-based finite element analysis in heterogeneous periodic media
Image-based physics simulations in heterogeneous media at a microscopic scale are a
growing trend in various fields within and around Scientific Computing. We consider the …
growing trend in various fields within and around Scientific Computing. We consider the …
An open-source framework for large-scale transient topology optimization using PETSc
H Kristiansen, N Aage - Structural and Multidisciplinary Optimization, 2022 - Springer
This paper presents a fully parallelized and open-source C++/MPI framework for large-scale
transient topology optimization using the density method. The framework comes with two …
transient topology optimization using the density method. The framework comes with two …