Research software & computational tools
Research codes.
A guide to publications documenting topology optimization implementations and machine-learning-assisted design frameworks.
This page brings together publications that describe code implementations or computational design frameworks. A publication about code does not, by itself, establish a current download location, licence or supported software version.
MATLAB & material design.
Topology optimization & SAP2000.
Machine-learning-assisted design.
- Accelerated topology optimization by means of deep learning · 2020
- DL-SCALE: a novel deep learning based model order up-scaling scheme for solving topology optimization problems · 2021
- Deep Learning-Based Accuracy Upgrade of Reduced Order Models in Topology Optimization · 2021
- MLGen: Generative Design Framework Based on Machine Learning and Topology Optimization · 2021
Access enquiries.
Use the publication’s DOI or publisher page to check supplementary material. For code-related questions, contact Nikos D. Lagaros, identifying the relevant paper.