Python package to model and to perform topology optimization for graphene kirigami using deep learning
☆30Jan 28, 2026Updated 6 months ago
Alternatives and similar repositories for ML_for_kirigami_design
Users that are interested in ML_for_kirigami_design are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Deep learning-based topology optimization with a minimum compliance loss function☆15Feb 24, 2021Updated 5 years ago
- Code for "Neural Networks for Topology Optimization"☆162Jul 2, 2021Updated 5 years ago
- Materials for the TOPology OPTimization course [ALM]☆20Mar 28, 2025Updated last year
- This repository includes main notebook of the code for our proposed RCGAN☆12Apr 10, 2020Updated 6 years ago
- Dataset of topology optimization☆99Mar 4, 2020Updated 6 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Topology optimization with finite element analysis in FEniCS. Final project for CSCI-GA.2420: Numerical Methods II at New York University…☆78Feb 12, 2020Updated 6 years ago
- Python scripts for dealing with molecular dynamics script for LAMMPS☆18Sep 18, 2022Updated 3 years ago
- Subject files and solutions to the mini-course "An introduction to shape and topology optimization"☆24Jul 31, 2019Updated 6 years ago
- Topology optimization combining OpenFOAM® and FEniCS/dolfin-adjoint.☆39Jun 25, 2025Updated last year
- Source code for the paper "Volumetric Michell Trusses for Parametric Design and Fabrication" published at SCF 2019.☆34Mar 18, 2023Updated 3 years ago
- initial☆14Apr 8, 2019Updated 7 years ago
- Materials for my Structural and Multidisciplinary Design Optimization course☆47Feb 10, 2025Updated last year
- This reaxFF LAMMPS script can be used to simulate the oxidation of nanomaterials, followed by cooling and thermal equilibration. Finally,…☆14Jul 29, 2022Updated 4 years ago
- TopologyGAN: Topology Optimization Using Generative Adversarial Networks Based on Physical Fields Over the Initial Domain☆52Jun 4, 2021Updated 5 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Creating elastic structures using LAMMPS☆12Jan 30, 2023Updated 3 years ago
- GGP Matlab code☆14Apr 28, 2020Updated 6 years ago
- Topology optimization using PETSc: a Python wrapper and extended functionality☆67Jan 25, 2023Updated 3 years ago
- This repository contains the python implementation of the paper titled "Discrete Differential-Geometry Operators for Triangulated 2-Manif…☆16May 8, 2020Updated 6 years ago
- MATLAB Code for Topology Optimization of Plates☆48Jan 29, 2026Updated 5 months ago
- A Python Library for Topology Optimization☆128Jul 18, 2022Updated 4 years ago
- Learning Molecular Dynamics with LAMMPS☆16Jan 15, 2024Updated 2 years ago
- ☆10May 2, 2025Updated last year
- LAMMPS scripts to simulate uniaxial tensile test of a graphene Sample☆37Jul 18, 2020Updated 6 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Framework for Data-Driven Design & Analysis of Structures & Materials (F3DASM)☆127Jul 8, 2026Updated 3 weeks ago
- NanoOpt: Deriving potentials for coarse-grained nanoparticles via potential-matching☆11Oct 8, 2021Updated 4 years ago
- ☆16Jul 17, 2022Updated 4 years ago
- Topology Optimization under Uncertainty (TOuU)☆18Feb 13, 2019Updated 7 years ago
- Generate LAMMPS datafile of confined tribological systems for NEMD simulations. Structure: slab-OFM-alkane-OFM-slab☆12Feb 27, 2026Updated 5 months ago
- Topology optimization for time dependent linear elastic problems on cartesian grids in 3D using PETSc.☆23Nov 20, 2022Updated 3 years ago
- A library for automating rigid-origami crease pattern generation and folding simulation.☆31Apr 16, 2025Updated last year
- Create Your Own Spring Network Simulation (With Python)☆15May 8, 2025Updated last year
- is a tiny FEM framework for C++.☆11Jan 20, 2021Updated 5 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Material parsers and other tools, scripts Initially developed for Grobid Superconductor☆14Feb 21, 2025Updated last year
- This repository hosts some educational resources in topology optimisation and related fields.☆19Mar 1, 2025Updated last year
- code for the SIGGRAPH 2025 paper "Computational Modeling of Gothic Microarchitecture"☆17Apr 25, 2025Updated last year
- Multidisciplinary-design Adaptation and Sensitivity Toolkit (MAST) - Sensitivity-enabled multiphysics FEA for design☆47Jun 6, 2023Updated 3 years ago
- Modifications of Scipy's implicit solvers for the solution of differential-algebraic equations (DAEs)☆16Dec 26, 2025Updated 7 months ago
- Direct Mesh-free Topology Optimization using Neural Networks☆24Sep 22, 2023Updated 2 years ago
- ☆16Jul 3, 2026Updated 3 weeks ago