wing-kam-liu-group / sca-ml-topopt
Repo for Li, Kafka, Gao et al 2019 "Clustering discretization methods for generation of material performance databases in machine learning and design optimization"
☆14Updated 5 years ago
Alternatives and similar repositories for sca-ml-topopt:
Users that are interested in sca-ml-topopt are comparing it to the libraries listed below
- Various finite element implementations for composite laminate plates in MatLab☆11Updated 7 years ago
- MATLAB/Octave scripts for anisotropic mesh adaptation, topology optimization and finite element methods☆26Updated 2 years ago
- Efficient Multiscale Topology Optimization☆30Updated 2 years ago
- A 3D multsicale topology optimization code using surrogate models of lattice microscale response☆37Updated 5 years ago
- desmondtong / Meshfree-Modelling-of-Thin-Plate-Bending-Using-Reproducing-Kernel-Particle-Method-RKPM-Comparison study between numerical methods using MATLAB - Finite Element Method (FEM) & RKPM☆10Updated 2 years ago
- Micromechanical modeling of intralaminar damage in thin ply Fiber Reinforced Polymer Composite laminates☆13Updated 3 years ago
- A MATLAB code of node-based topology optimization in 3D arbitrary domain for additive manufacturing☆13Updated 2 years ago
- Matlab code for multiscale Multiphysics optimization of porous structure☆14Updated 2 years ago
- Computational Homogenization calculation in macroscopic and microscopic structurures. The microscopic BVPs are solved by FFT method. The …☆18Updated 8 months ago
- A MATLAB toolbox for functionally graded lattice generation, in different configurations.☆15Updated last month
- Simple easy-to-use Topology Optimization based scripts for a variety of applications☆15Updated 2 years ago
- A monte carlo simulation for the performance of composite laminate plates with stochastic material properties.☆13Updated 4 years ago
- Fast nonlinear FEA tailored for topology optimization☆28Updated 2 years ago
- Matlab code for geometrically nonlinear topology optimization, including stability constraints.☆16Updated last year
- Contains codes associated with our paper "Gyroid-like metamaterials: Topology optimization and Deep Learning"☆14Updated last year
- TOPress: a MATLAB implementation for topology optimization of structures subjected to design‑dependent pressure loads☆15Updated last year
- A parallel multi-scale FE2 code based on COMSOL Multi-physics and MATLAB☆16Updated 4 years ago
- Fast MATLAB assembly of elastoplastic FEM matrices in 2D and 3D☆48Updated 5 years ago
- Matlab code for Topology Optimization using the UNsmooth VARiational Topology OPtimization (UnVarTop) method☆22Updated 4 years ago
- Code sample for "An efficient 146-line 3D sensitivity analysis code of stress-based topology optimization written in MATLAB"☆23Updated 7 months ago
- Machine learning-based multiscale topology optimization☆16Updated last year
- A preprocessor for finite element analysis using Matlab, which imports model information from Abaqus *.inp files.☆26Updated 4 years ago
- Thermoelastic topology optimization procedure considering steady-state heat conduction☆19Updated last year
- MATLAB codes for efficient 3-D topology optimization, using multigrid CG, approximate sensitivity analysis, recycling precoditioners☆38Updated 5 years ago
- The reliability analysis is studied for stiffened Kirchhoff's plate bending using the Finite Element Method in MATLAB. We used the Hsieh-…☆12Updated 3 years ago
- ☆11Updated 3 years ago
- This repo contains matlab code for multiscale finite element method☆47Updated 6 years ago
- In this repository I present some of the codes based on different Optimization Methods I developed during my graduation.☆10Updated 2 years ago
- This is the supporting material for the tutorial on fibre based hyperelasticity using a local coordinate basis in Abaqus☆19Updated 5 years ago
- This package implements NURBS-based IsoGeometric Analysis (IGA) and is released freely for education and research purposes. These codes a…☆41Updated 5 years ago