Characterization and Inverse Design of Stochastic Mechanical Metamaterials Using Neural Operators
☆16May 29, 2025Updated last year
Alternatives and similar repositories for DeepONetSpinodal
Users that are interested in DeepONetSpinodal are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- An inverse design framework combining SDF representations with a classifier-free guided diffusion model for one-shot synthesis of functio…☆11Jul 29, 2026Updated 3 months ago
- ☆42Apr 16, 2022Updated 4 years ago
- General-purpose differentiable meshfree solver built on JAX and the Material Point Method (MPM), supporting GPU-accelerated forward and i…☆19Nov 3, 2026Updated last week
- ☆12May 28, 2025Updated last year
- ☆15Dec 27, 2023Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- PINNs with irreversible constraints.☆20Jun 10, 2026Updated 5 months ago
- Alias-Free Mamba Neural Operator [NeurIPS 2024]☆20Jul 5, 2025Updated last year
- KDD 2025: MetamatBench: Integrating Heterogeneous Data, Computational Tools, and Visual Interface for Metamaterial Discovery☆24Jul 17, 2026Updated 3 months ago
- This repository offers a collection of simulation datasets from mechanical simulations of metamaterials. Jupyter notbooks demonstrate how…☆18Nov 1, 2022Updated 4 years ago
- METASET: Exploring Shape and Property Spaces for Data-Driven Metamaterials Design☆21May 1, 2023Updated 3 years ago
- Teeth Mold Point Cloud Completion Via Data Augmentation and Hybrid RL-GAN (Paper Code)☆13May 23, 2023Updated 3 years ago
- A benchmark suite for differentiable physics solvers.☆27Updated this week
- About code release of "Learning, Solving and Optimizing PDEs with TensorGalerkin: an efficient high-performance Galerkin assembly algorit…☆23Feb 10, 2026Updated 9 months ago
- Band gaps of are intrinsic physical properties of periodic structures, for example, mechanical metamaterials or phononic crystals, which …☆21Sep 23, 2021Updated 5 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- The slip trace crystallography (STrCryst) toolbox is developed for crystallographic analysis for plastically deformed metallic materials.☆12May 3, 2021Updated 5 years ago
- The NeuralMAG Project is an open-source neural network framework designed for micromagnetic simulation☆20Oct 18, 2024Updated 2 years ago
- Multiphysics modeling, differentiable simulation, and physically-constrained machine learning in JAX using GPU-accelerated stiff solvers …☆52Updated this week
- Differentiable numerical solvers and scientific machine learning on one JAX substrate; you write the math, it stays differentiable end to…☆33Updated this week
- Differentiable Flexible Mechanical Metamaterials☆40Sep 22, 2026Updated last month
- A Differentiable Topology Optimization Framework for Multiphysics Fluidic Problems☆30Updated this week
- Mechanical-MNIST is a benchmark dataset for mechanical meta-models -- this repository contains code to generate metamodels for Mechanica…☆50Mar 18, 2020Updated 6 years ago
- Differentiable ensemble solvers for differential equations on GPUs, in JAX☆40Sep 3, 2026Updated 2 months ago
- A differentiable Frank-Wolfe solver - minimal and in pure Julia.☆12Oct 14, 2026Updated 3 weeks ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Convert Abaqus .inp job files into input files for the research FEM code FEAP.☆10Dec 4, 2015Updated 10 years ago
- ☆37Jul 19, 2023Updated 3 years ago
- CU-BEN serial version: geometric and material nonlinear static and transient dynamic structural analysis/ linear acoustic fluid structure…☆11Apr 19, 2020Updated 6 years ago
- ☆19Aug 13, 2024Updated 2 years ago
- Official repository for PosteriorBench: From Point Estimates to Posterior Matching in Evaluating Generative Solvers for Spatial Field Inv…☆17Updated this week
- Optimal Control meets Scientific Machine Learning☆18Updated this week
- [SIGGRAPH 2026] Codebase for our paper "Efficient B-Spline Finite Elements for Cloth Simulation"☆48Jul 7, 2026Updated 4 months ago
- ☆10Jun 10, 2026Updated 5 months ago
- Postprocess the phonon spectra, phonon dos, atomic participation rate, mean square displacement, scattering rate, and energy cumulative …☆12Feb 27, 2021Updated 5 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Python package for matrix storage and operations on hetnets☆14Mar 30, 2023Updated 3 years ago
- This WaNo performs the DFT calculation using Vasp code. In this WaNo, the POTCAR might be automatically generated after reading the POSCA…☆14Jun 30, 2025Updated last year
- Physics-based neural network with Sine Activation Function☆11Aug 28, 2021Updated 5 years ago
- python code to calculate inelastic-neutron-scattering dynamic structure factor, S(Q,w), from molecular dynamics trajectories using MPI pa…☆11Jun 16, 2021Updated 5 years ago
- Library that includes standard material models (phenomenological laws) as well as implementations of multiscale homogenization schemes fo…☆12Jul 20, 2026Updated 3 months ago
- Example finite element codes for coupled theories in solid mechanics.☆12Oct 9, 2025Updated last year
- Duva&Crow (1994) creep model with implemented with Abaqus CREEP subroutine☆14Jun 30, 2023Updated 3 years ago
Are these results useful?