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16 search results found

Topology Optimization using Python

Python code for topology optimization using CalculiX FEM solver.

Deep_learning_topology_opt ⭐ 72

Code for paper "Self-Directed Online Machine Learning for Topology Optimization"

A Python Library for Topology Optimization

Differentiable Finite Element Method with JAX

Toolbox for the generative design of geometrically-encoded physical objects using numerical modelling and evolutionary optimization

Nn4topopt ⭐ 50

Code for "Neural Networks for Topology Optimization"

Topopt_in_petsc_wrapped_in_python ⭐ 34

Topology optimization using PETSc: a Python wrapper and extended functionality

The dataset of topology optimization

Topo Fenics ⭐ 30

This repository contains a simple 55 lines code to carry out large scale parallel Topology Optimization using FEniCS in python

Fenics_topopt_foam ⭐ 22

Topology optimization combining OpenFOAM® and FEniCS/dolfin-adjoint.

Amaz3dsim ⭐ 16

A lightweight Python-based 3D network multi-agent simulator. Uses a cell-based congestion model. Calculates risk, loudness and battery capacities of the agents. Suitable for 3D network optimization tasks.

A collection of inverse design challenges

Fenics Topopt ⭐ 13

Topology optimization with finite element analysis in FEniCS. Final project for CSCI-GA.2420: Numerical Methods II at New York University.

Graded Multiscale Fluid Topology Optimization using Neural Networks

Permas4edu ⭐ 6

Topology Optimization for Porous Electrodes

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