Codes for translating structural defects to atomic properties
☆14Sep 12, 2022Updated 3 years ago
Alternatives and similar repositories for atomic2field
Users that are interested in atomic2field are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- GAN/convolutional and Transformer models to predict missing mechanical information given limited known data in part of the domain, and fu…☆20Apr 23, 2023Updated 2 years ago
- ☆11Dec 19, 2016Updated 9 years ago
- An unofficial jax/haiku implementation of Crystal Graph Convolutional Neural Networks (CGCNN)☆10Dec 17, 2022Updated 3 years ago
- Data relevant to the article "Machine learning determination of atomic dynamics at grain boundaries" https://arxiv.org/abs/1803.01416☆11Oct 2, 2018Updated 7 years ago
- Dual Adaptive Sampling for Machine Learning Interatomic potential.☆10Dec 3, 2021Updated 4 years ago
- NordVPN Special Discount Offer • AdSave on top-rated NordVPN 1 or 2-year plans with secure browsing, privacy protection, and support for for all major platforms.
- MATLAB codes for the RPIM-NNS☆14Jun 26, 2024Updated last year
- ☆13Nov 28, 2025Updated 4 months ago
- Dislocation dynamics codes☆11Nov 3, 2017Updated 8 years ago
- Analyse molecular dynamics simulations of solid-state ion transport by assigning mobile ions to discrete sites☆18Mar 27, 2026Updated 2 weeks ago
- Duva&Crow (1994) creep model with implemented with Abaqus CREEP subroutine☆12Jun 30, 2023Updated 2 years ago
- python library for post-processing of Electron Backscattered Diffraction (EBSD) data☆30Jun 4, 2025Updated 10 months ago
- Sample Python scripts used in scripting guide☆19Jul 14, 2023Updated 2 years ago
- The PyTorch implementation of ML framework for predicting band structure, taking an example of graphene nanoribbon systems.☆12Oct 6, 2022Updated 3 years ago
- Lectures, Assignments and Projects for all the courses I undertook during my Master in Machine Learning at Mila for 2019 - 2020☆13Sep 9, 2022Updated 3 years ago
- 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.
- Repo for Li, Kafka, Gao et al 2019 "Clustering discretization methods for generation of material performance databases in machine learni…☆14May 27, 2019Updated 6 years ago
- Hierarchical variational models for physics.☆18May 19, 2020Updated 5 years ago
- Topological analysis for Li local space, site, pathway in crystal structures☆14Jan 21, 2020Updated 6 years ago
- Visualization library to work with the paraDIS dislocation dynamics code☆13Sep 27, 2018Updated 7 years ago
- Richard Skelton's code for dislocations☆12Jan 23, 2019Updated 7 years ago
- Python Laboratory for Dislocation Dynamics☆12Sep 11, 2025Updated 7 months ago
- Using Fourier Neural Operator to measure the physical fields for a mode-I failure of 2D composites☆13Nov 13, 2022Updated 3 years ago
- KIM-based Learning-Integrated Fitting Framework for interatomic potentials.☆40Apr 2, 2026Updated last week
- maker100-robotics-iot-machine-learning-curriculum☆15Mar 1, 2026Updated last month
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- Software developed at the Max Planck Institut für Eisenforschung☆13Jul 18, 2025Updated 8 months ago
- Application of Graph Neural Networks to predict material properties from their microstructures.☆21Nov 18, 2024Updated last year
- HTS221 Library for Arduino☆15Mar 16, 2026Updated 3 weeks ago
- MaterialsCoord: infrastructure to benchmark crystal structure coordination algorithms☆20Mar 13, 2023Updated 3 years ago
- kmc simulation of vacancy-dumbbell transition for BCC lattice.☆13Aug 20, 2025Updated 7 months ago
- Weapon detection system for Youtube tutorial☆19Mar 4, 2021Updated 5 years ago
- A General Framework Combining Generative Adversarial Networks and Mixture Density Networks for Inverse Modeling in Microstructural Materi…☆11Apr 3, 2023Updated 3 years ago
- Deep learning model to predict complex stress and strain fields in hierarchical composites☆29Apr 23, 2023Updated 2 years ago
- The cpp version of Elastic Visco-plastic Self-Consistent model☆19Aug 19, 2025Updated 7 months ago
- 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.
- Active learning workflow developed as a part of the upcoming article "Machine Learning Inter-Atomic Potentials Generation Driven by Activ…☆28Oct 14, 2021Updated 4 years ago
- Convert EBSD ctf and ang files to MOOSE or UMAT Euler angles files☆13Oct 26, 2025Updated 5 months ago
- Obtaining FE deformation histories for VPSC☆15May 14, 2016Updated 9 years ago
- Transformed Generative Pre-Trained Physics-Informed Neural Networks (TGPT-PINN), a framework that extends Physics-Informed Neural Network…☆18Apr 10, 2024Updated 2 years ago
- Deprecated - see `pair_nequip_allegro`☆44Apr 25, 2025Updated 11 months ago
- ☆10Jul 20, 2023Updated 2 years ago
- Crystal Graph Convolutional Neural Networks tutorial☆31Mar 27, 2023Updated 3 years ago