A new generation 99 line Matlab code for compliance Topology Optimization and its extension to 3D
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Abstract (arXiv)
Compact and efficient Matlab implementations of compliance Topology Optimization (TO) for 2D and 3D continua are given, consisting of 99 and 125 lines respectively. On discretizations ranging from 3· 104 to 4.8·105 elements, the 2D version, named top99neo, shows speedups from 2.55 to 5.5 times compared to the well-known top88 code (Andreassen-etal 2011). The 3D version, named top3D125, is the most compact and efficient Matlab implementation for 3D TO to date, showing a speedup of 1.9 times compared to the code of Amir-etal 2014, on a discretization with 2.2·105 elements. For both codes, improvements are due to much more efficient procedures for the assembly and implementation of filters and shortcuts in the design update step. The use of an acceleration strategy, yielding major cuts in the overall computational time, is also discussed, stressing its easy integration within the basic codes.
Key facts. Cited by 5 papers in the map (data through 7 Oct 2026). First posted on arXiv 5 May 2020.
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Citing papers per year: 2024: 1; 2025: 1; 2026: 3.
5 papers.
- 2025Compliance Minimization via Physics-Informed Gaussian Processescited by 2
- 2026Large Language Models as Optimization Controllers: Adaptive Continuation for SIMP Topology Optimizationcited by 1
- 2024From Density to Geometry: YOLOv8 Instance Segmentation for Reverse Engineering of Optimized Structurescited by 0
- 2026AutoSiMP: Autonomous Topology Optimization from Natural Language via LLM-Driven Problem Configuration and Adaptive Solver Controlcited by 0
- 2026Bilevel Optimization of Topology and Hyperparameters (BOTH)cited by 0
- 2026Bilevel Optimization of Topology and Hyperparameters (BOTH)18 Sep 2026
- 2026AutoSiMP: Autonomous Topology Optimization from Natural Language via LLM-Driven Problem Configuration and Adaptive Solver Control27 Mar 2026
- 2026Large Language Models as Optimization Controllers: Adaptive Continuation for SIMP Topology Optimization26 Mar 2026
- 2025Compliance Minimization via Physics-Informed Gaussian Processes14 Jul 2025
- 2024From Density to Geometry: YOLOv8 Instance Segmentation for Reverse Engineering of Optimized Structures29 Apr 2024