An efficient 3D topology optimization method integrating multi-root adaptive octree and scaled boundary finite element method

This paper presents a 3D adaptive topology optimization framework that integrates a Multi-Root Adaptive Octree (MRAO) mesh organization with the Scaled Boundary Finite Element Method (SBFEM). The method targets non-cubic and irregular domains for which a single power-of-two octree root can create substantial transient background mesh overhead. Independent roots are combined with hash-based element keys, SBFEM treatment of hanging node polyhedra, and a shared library of 144 precomputed master element stiffness matrices. SBFEM accuracy and analytical sensitivities are verified separately, and the data structure contribution is assessed with a controlled OCT-SBFEM/MRAO-SBFEM cantilever series. Across benchmark Cases 1–3, same-density reanalysis on uniform grids of eight-node hexahedral finite elements gave relative displacement and compliance differences no greater than 1.313 % and 2.759 %, respectively. At the 160 × 32 × 64 target resolution, MRAO-SBFEM was 3.47 times faster and reduced the working set memory by 30.7 %. In a separate end-to-end GE bracket comparison with different initial mesh paths but identical minimum cell size (1 mm) and number of prescribed iterations, MRAO-SBFEM required 27,862 s, while OCT-SBFEM required 143,267 s, corresponding to an observed time ratio of approximately 5.14.

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Publication Details

Journal
Engineering Analysis with Boundary Elements
Published
2026-09-15
DOI
https://doi.org/10.1016/j.enganabound.2026.107048
Primary Topic
Topology Optimization in Engineering
Type
article
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An efficient 3D topology optimization method integrating multi-root adaptive octree and scaled boundary finite element method

Shikai Jing, Yang Chen, Chen Zhao, Cunfu Wang et al.
Engineering Analysis with Boundary Elements
Topology Optimization in Engineering
article

An efficient 3D topology optimization method integrating multi-root adaptive octree and scaled boundary finite element method

Shikai Jing, Yang Chen, Chen Zhao, Cunfu Wang, Wenping Zhou, Tong Zhao
article en

Abstract

This paper presents a 3D adaptive topology optimization framework that integrates a Multi-Root Adaptive Octree (MRAO) mesh organization with the Scaled Boundary Finite Element Method (SBFEM). The method targets non-cubic and irregular domains for which a single power-of-two octree root can create substantial transient background mesh overhead. Independent roots are combined with hash-based element keys, SBFEM treatment of hanging node polyhedra, and a shared library of 144 precomputed master element stiffness matrices. SBFEM accuracy and analytical sensitivities are verified separately, and the data structure contribution is assessed with a controlled OCT-SBFEM/MRAO-SBFEM cantilever series. Across benchmark Cases 1–3, same-density reanalysis on uniform grids of eight-node hexahedral finite elements gave relative displacement and compliance differences no greater than 1.313 % and 2.759 %, respectively. At the 160 × 32 × 64 target resolution, MRAO-SBFEM was 3.47 times faster and reduced the working set memory by 30.7 %. In a separate end-to-end GE bracket comparison with different initial mesh paths but identical minimum cell size (1 mm) and number of prescribed iterations, MRAO-SBFEM required 27,862 s, while OCT-SBFEM required 143,267 s, corresponding to an observed time ratio of approximately 5.14.

Engineering Analysis with Boundary ElementsVol. 193
Beijing Institute of Technology (CN), Xiamen University (CN), DHC Software (China) (CN), Shenwu Technology Group Corp (China) (CN)
Openalex Percentile: Top 16%
Topology Optimization in Engineering
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An efficient 3D topology optimization method integrating multi-root adaptive octree and scaled boundary finite element method — Shikai Jing, Yang Chen, et al. · Engineering Analysis with Boundary Elements (2026) | TGRS Research Map | TGRS