An inverse design framework combining SDF representations with a classifier-free guided diffusion model for one-shot synthesis of functional microstructures. Conditioned on target stress-strain curves, it enables efficient metamaterial design. A Neural Operator Transformer (NOT) predicts mechanical responses for performance evaluation.
☆11Jul 29, 2026Updated 3 months ago
Alternatives and similar repositories for SDFGeoDesign
Users that are interested in SDFGeoDesign are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆13Jun 22, 2025Updated last year
- Code for 'DiffuMeta: Algebraic Language Models for Inverse Design of Metamaterials via Diffusion Transformers'☆36Apr 23, 2026Updated 6 months ago
- Characterization and Inverse Design of Stochastic Mechanical Metamaterials Using Neural Operators☆16May 29, 2025Updated last year
- GINOT is a deep learning model that combines transformers with neural operators for accurate forward predictions on arbitrary 2D and 3D g…☆46Jan 20, 2026Updated 9 months ago
- KDD 2025: MetamatBench: Integrating Heterogeneous Data, Computational Tools, and Visual Interface for Metamaterial Discovery☆24Jul 17, 2026Updated 3 months ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- ☆13Aug 28, 2023Updated 3 years ago
- Compress PyVista datasets using zstandard☆16Nov 5, 2026Updated last week
- 3D Homogenization Based Topology Optimization☆13Jul 29, 2020Updated 6 years ago
- Physics-informed Gaussian Processes for Compliance Minimization☆13Feb 1, 2026Updated 9 months ago
- Differentiable Flexible Mechanical Metamaterials☆40Sep 22, 2026Updated last month
- pyFANTOM is an efficient pythonic FEA and Topology Optimization Platform With GPU and CPU acceleration and Multi-Threading.☆17Oct 22, 2026Updated 3 weeks ago
- Implementation of 'Inverse-design of nonlinear mechanical metamaterials via video denoising diffusion models' (Nature Machine Intelligenc…☆90Aug 9, 2024Updated 2 years ago
- Generates patterns with seamlessly connected building blocks☆19May 21, 2024Updated 2 years ago
- IH-GAN, data generation, and topology optimization code associated with our accepted CMAME 2022 paper: "IH-GAN: A Conditional Generative …☆30Jul 22, 2022Updated 4 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Matlab simulation of FSAE suspension linkages☆13Oct 24, 2022Updated 4 years ago
- GraphMetaMat implementation.☆24Jul 24, 2025Updated last year
- ☆25Jul 27, 2026Updated 3 months ago
- 学霸帝 Zero-to-CAD — AI驱动的CAD代码生成器，基于Qwen3-VL-2B微调模型☆11May 31, 2026Updated 5 months ago
- Level-set based topology optimization in MATLAB using density methods☆16Feb 24, 2021Updated 5 years ago
- The code for paper <Structural topology optimization by combining Reinforcement Learning with BESO>☆25Dec 19, 2019Updated 6 years ago
- ☆27Mar 16, 2024Updated 2 years ago
- Topology Optimization for Python using Bidirectional Evolutionary Structure Optimization (BESO)☆20Aug 21, 2026Updated 2 months ago
- Visualization of hidden layer activations of small multilayer perceptrons (MLPs)☆10Aug 26, 2024Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- About code release of "Learning, Solving and Optimizing PDEs with TensorGalerkin: an efficient high-performance Galerkin assembly algorit…☆23Feb 10, 2026Updated 9 months ago
- ☆28Sep 27, 2021Updated 5 years ago
- Density-based topology optimization via the deep energy method☆24Nov 1, 2022Updated 4 years ago
- ☆42Apr 16, 2022Updated 4 years ago
- Machine learning-enabled design for 4D-printed active plates☆13Aug 17, 2024Updated 2 years ago
- ☆13Mar 21, 2024Updated 2 years ago
- Your local gyrokinetics jax code☆13Updated this week
- ☆13Jun 10, 2025Updated last year
- ☆15Aug 30, 2024Updated 2 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Metafold SDK for Python☆13Updated this week
- A differentiable Frank-Wolfe solver - minimal and in pure Julia.☆12Oct 14, 2026Updated last month
- Selected notebooks on non-linear continuum mechanics☆16May 27, 2025Updated last year
- A Differentiable Topology Optimization Framework for Multiphysics Fluidic Problems☆30Nov 6, 2026Updated last week
- Interior-point and trust region optimizer for large-scale distributed design problems☆39Jul 23, 2025Updated last year
- Mechanical-MNIST is a benchmark dataset for mechanical meta-models -- this repository contains code to generate metamodels for Mechanica…☆51Mar 18, 2020Updated 6 years ago
- Lumped parameter and state-space methods for static, modal, and dynamic analysis☆11May 17, 2026Updated 5 months ago
Are these results useful?