Implementation of 'Inverting the structure-property map of truss metamaterials via deep learning' (PNAS)
☆31Oct 17, 2024Updated last year
Alternatives and similar repositories for InvertibleTrussDesign
Users that are interested in InvertibleTrussDesign are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code for 'Unifying the design space of truss metamaterials by generative modeling'☆21Sep 8, 2025Updated last year
- METASET: Exploring Shape and Property Spaces for Data-Driven Metamaterials Design☆21May 1, 2023Updated 3 years ago
- A computational building block approach towards multiscale architected materials analysis and design with application to hierarchical met…☆28Apr 25, 2023Updated 3 years ago
- ☆11Jan 24, 2022Updated 4 years ago
- Implementation of 'Inverse-design of nonlinear mechanical metamaterials via video denoising diffusion models' (Nature Machine Intelligenc…☆91Aug 9, 2024Updated 2 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆20May 13, 2023Updated 3 years ago
- Differentiable Flexible Mechanical Metamaterials☆41Sep 22, 2026Updated 3 weeks ago
- "Probabilistic Representation and Inverse Design of Metamaterials Based on a Deep Generative Model with Semi‐Supervised Learning Strategy…☆33Jun 19, 2021Updated 5 years ago
- matlab files for phd project - design of nonlinear acoustic metamaterial with a chaotic response for low-frequency sound suppresion☆11May 22, 2018Updated 8 years ago
- ☆36Mar 13, 2023Updated 3 years ago
- A voxel based python script for elastic homogenization of four triply peridic minimal surface-based structure in Abaqus☆13Jul 16, 2020Updated 6 years ago
- ☆41Apr 16, 2022Updated 4 years ago
- Implementation of 'Physics-Informed Neural Networks for Shell Structures' (European Journal of Mechanics A)☆50Aug 17, 2024Updated 2 years ago
- ☆13Apr 24, 2022Updated 4 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- This repo includes the dataset/code of 3D Convolutional Neural Network for material property prediction☆20Aug 15, 2020Updated 6 years ago
- Band gaps of are intrinsic physical properties of periodic structures, for example, mechanical metamaterials or phononic crystals, which …☆22Sep 23, 2021Updated 5 years ago
- KDD 2025: MetamatBench: Integrating Heterogeneous Data, Computational Tools, and Visual Interface for Metamaterial Discovery☆25Jul 17, 2026Updated 2 months ago
- a FEniCs-based (Model-Free) Data-driven Computational Mechanics implementation☆13Jul 22, 2026Updated 2 months ago
- ☆16Mar 3, 2023Updated 3 years ago
- Supplementary material for "Interpolation-Based Immersed Finite Element Analysis", using FEniCS.☆15May 26, 2023Updated 3 years ago
- Fast and efficient MATLAB-based MPM solver in an explicit formulation.☆22Nov 14, 2023Updated 2 years ago
- Graph neural network for predicting energy of known and hypothetical crystal structures☆10Jan 26, 2022Updated 4 years ago
- mechanoChemML library☆17Jan 16, 2026Updated 8 months 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.
- Explicit GPU-based implementation under a mpm numerical framework (GIMPM) to solve for elasto-plastic problems in Geomechanics.☆20Oct 28, 2021Updated 4 years ago
- ☆14Dec 27, 2023Updated 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
- Matlab code to extract multipole representations from the metamaterials modelled in COMSOL 4☆10Feb 25, 2022Updated 4 years ago
- Inverse design of 3D truss networks with automatic differentiation☆44Aug 8, 2026Updated 2 months ago
- Elastic bloch wave propagation in a 2D periodic metamaterial. Simulations have done with COMSOL Multiphysics (5.6.0) applying Floquet per…☆13Jul 13, 2023Updated 3 years ago
- Implementation of some scientific papers used in the acoustic metamaterials research field, with focus on acoustic absorption.☆16Aug 6, 2020Updated 6 years ago
- ☆31Apr 20, 2023Updated 3 years ago
- ☆30Nov 14, 2017Updated 8 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Code, technical details and links to datasets and trained models for TopoDiff☆61Nov 7, 2023Updated 2 years ago
- Prediction and control of fracture paths in disordered architected materials using graph neural networks☆12Apr 21, 2023Updated 3 years ago
- A 3D multsicale topology optimization code using surrogate models of lattice microscale response☆47Sep 11, 2019Updated 7 years ago
- Python codes for generating a dataset with topology optimization results for the base cell of a periodic metamaterial☆12Jun 5, 2025Updated last year
- Cpp and python code for our SIGGRPAH Asia 2023 paper Neural Metamaterial Network for Nonlinear Material Design☆25Nov 8, 2023Updated 2 years ago
- The Functional Lattice package☆38Jul 9, 2026Updated 3 months ago
- Graph Neural Network (GNN) emulation of the left-ventricle (LV) in diastole☆13Sep 28, 2022Updated 4 years ago