GAN/convolutional and Transformer models to predict missing mechanical information given limited known data in part of the domain, and further characterize the composite geometries from the recovered mechanical fields for 2D and 3D complex microstructures
☆20Apr 23, 2023Updated 3 years ago
Alternatives and similar repositories for FieldCompleter
Users that are interested in FieldCompleter are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Codes for translating structural defects to atomic properties☆15Sep 12, 2022Updated 3 years ago
- Application of Graph Neural Networks to predict material properties from their microstructures.☆21Nov 18, 2024Updated last year
- Rethinking materials simulations: Blending DNS with Neural Operators☆22Jul 9, 2024Updated 2 years ago
- ☆13Nov 28, 2025Updated 7 months ago
- The DynaGen model allows the prediction of dynamical field data based on microstructure input. The model is exemplified to dynamic fractu…☆12Mar 17, 2023Updated 3 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.
- MATLAB codes for the RPIM-NNS☆16Jun 26, 2024Updated 2 years ago
- Using Fourier Neural Operator to measure the physical fields for a mode-I failure of 2D composites☆13Nov 13, 2022Updated 3 years ago
- ☆10Dec 5, 2024Updated last year
- Vision Based Inspection tool comprising of retrained Inception V3 network and OpenCV Filters for fracture detection. Published at A2IC 20…☆11Jun 19, 2019Updated 7 years ago
- The Python Tutorials repository is where I share insightful tutorials on data science and analytics using Python, along with helpful Pyth…☆10Mar 17, 2025Updated last year
- Graph neural network for predicting energy of known and hypothetical crystal structures☆10Jan 26, 2022Updated 4 years ago
- Repository dedicated to computational analysis of brittle structures such as faults and fractures in a broad range of scales.☆10Jul 11, 2018Updated 8 years ago
- this is a phase field modelling to simulate the microstructure evolution during martensitic transformation for Ti-6Al-4V alloy, encoded b…☆30Feb 1, 2023Updated 3 years ago
- FEM code for phase-field fracture of poroelastic media☆12Jun 24, 2016Updated 10 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.
- Mathematica codes for nonlocal elasticity (dual-horizon non-ordinary state-based peridynamics), including library functions and numerical…☆13Apr 9, 2022Updated 4 years ago
- Meshless Multi-Physics Software☆14Jul 3, 2021Updated 5 years ago
- A state based peridynamics code to simulate 2d/3d solid deformation (possibly fracture)☆16Jul 17, 2020Updated 6 years ago
- A phase field brittle fracture code coupled to a dummy place-holder FEniCS script providing material parameters☆14Mar 16, 2021Updated 5 years ago
- Dual mesh approach for solving phase field based brittle fracture problems☆13Jun 23, 2021Updated 5 years ago
- Mesh-independent treatment for straightforward modelling of (non-linear) fracture mechanical processes using a mixed mode cohesive zone m…☆15Aug 10, 2021Updated 4 years ago
- Matlab code performing the finite element simulation of an electrolyte contained within a phase-field representation of cracks. A novel d…☆17Jul 21, 2023Updated 2 years ago
- Elasto-plastic coupling with phase field model☆11Aug 27, 2018Updated 7 years ago
- FEniCS implementation of phase-field fracture model for brittle anisotropic materials☆14Aug 2, 2025Updated 11 months ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Benchmark problems of GPU computing of phase-field models☆14Oct 26, 2022Updated 3 years ago
- Implementation of 2D Material Point Method in MATLAB☆11Dec 16, 2016Updated 9 years ago
- Phase Field Fracture modelling in COMSOL☆33Nov 22, 2021Updated 4 years ago
- Files associated with manuscript: Anisotropic damage model for collagenous tissues and its application to model fracture and needle inser…☆14Jul 27, 2022Updated 3 years ago
- ☆20May 13, 2023Updated 3 years ago
- A high-fidelity granular media simulation and analysis platform with grain fracture using peridynamics and discrete element method☆14Apr 13, 2023Updated 3 years ago
- A short tutorial on phase field models.☆29Jun 9, 2021Updated 5 years ago
- ☆10Apr 6, 2024Updated 2 years ago
- Phase field model for precipitate aging in ternary analogues to Ni-based superalloys☆39Dec 16, 2020Updated 5 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- ☆19Jun 3, 2026Updated last month
- This is to detect the crack tip and the Stress Intensity Factor (SIF) from a displacement field during the fracture. The displacement is …☆14Jan 19, 2020Updated 6 years ago
- A molecular dynamics tutorial for new researchers in the area of nanomechanics.☆16Sep 2, 2022Updated 3 years ago
- Code for the paper: Phase-Field Finite Deformation Fracture with an Effective Energy for Regularized Cracks.☆18Apr 30, 2024Updated 2 years ago
- Open source Julia codes for simulating brittle fracture using phase-field model☆19Sep 1, 2025Updated 10 months ago
- ☆17Feb 9, 2023Updated 3 years ago
- Sample Python scripts used in scripting guide☆19Jul 14, 2023Updated 3 years ago