Supplementary material of the textbook "deep learning in computational mechanics" including freely usable exercises, demos and slides
☆45Sep 18, 2026Updated 3 weeks ago
Alternatives and similar repositories for deep-learning-in-computational-mechanics
Users that are interested in deep-learning-in-computational-mechanics are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Data-driven and Physics-informed Operator Learning via Gaussian Processes☆14Oct 24, 2024Updated last year
- Isogeometric Analysis with hierarchical refinements☆43Apr 21, 2023Updated 3 years ago
- Automated material constitutive modeling in JAX☆47Jul 23, 2026Updated 2 months ago
- ☆21Jul 16, 2021Updated 5 years ago
- Microstructure Modeling and Simulation. Generate microstructures using site-saturation condition, and simulate grain growth using Monte C…☆19Nov 30, 2024Updated last year
- 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.
- Official implementation of "Guiding diffusion models to reconstruct flow fields from sparse data"☆21Jan 20, 2026Updated 8 months ago
- ☆17Jul 11, 2025Updated last year
- Density-based topology optimization via the deep energy method☆24Nov 1, 2022Updated 3 years ago
- ☆13Feb 1, 2018Updated 8 years ago
- FEniCSx implementation for phase-field fracture modeling in elastic brittle materials. Includes finite element method (FEM) examples for …☆28Aug 4, 2026Updated 2 months ago
- ☆20Jun 10, 2026Updated 4 months ago
- Reduced order modeling with shallow recurrent decoder networks☆31Oct 1, 2026Updated 2 weeks ago
- TomoWarp2: a local Digital Volume Correlation code. To cite this software publication: http://www.sciencedirect.com/science/article/pii/S…☆27Dec 2, 2022Updated 3 years ago
- ROS-MVP Vehicle Controller☆13Sep 11, 2026Updated last month
- 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.
- ☆13Oct 3, 2016Updated 10 years ago
- A Python research toolbox for Isogeometric Analysis.☆29Feb 24, 2025Updated last year
- This project is divided in a two parts. In first study, Lame parameters are identified using tanh activation function. After that, six a…☆13Nov 17, 2022Updated 3 years ago
- Efficiently solve the 2D heat equation using a Physics-Informed Neural Network (PINN). Simulate and predict temperature distributions wit…☆11Dec 15, 2023Updated 2 years ago
- ansys apdl program collections☆29Jan 23, 2013Updated 13 years ago
- Configuration of the GFortran compiler to use it with Abaqus☆14Aug 7, 2022Updated 4 years ago
- CPU/GPU Implicit & Explicit Finite Element Solver for Large Strains☆29Feb 20, 2026Updated 7 months ago
- About Partial Differential Equations (PDEs) of 2D Heat Transfer is solved by Physic-Informed Neural Network (PINN), while time is discret…☆14May 14, 2024Updated 2 years ago
- Repo for the Neurips Learning to Predict Structural Vibrations paper, provides a dataset and method for vibration prediction in plate str…☆13Jul 3, 2026Updated 3 months ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Tutorials and exercises for learning to use FEniCS☆12Jun 4, 2026Updated 4 months ago
- Matlab code for geometrically nonlinear topology optimization, including stability constraints.☆29Dec 7, 2023Updated 2 years ago
- Manage and update your installed fonts.☆27Feb 3, 2025Updated last year
- dic software☆14Jun 16, 2025Updated last year
- ☆15May 18, 2025Updated last year
- ☆40May 26, 2024Updated 2 years ago
- Physics Informed Neural Network for solving 3D transient heat transfer☆16Apr 29, 2026Updated 5 months ago
- ☆33Sep 25, 2026Updated 3 weeks ago
- 2D FEM tool in Python as part of a student project — aiming to make finite element theory more accessible and practical for students, eng…☆28Aug 12, 2025Updated last year
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- PyQT Framework using pyvista☆12Nov 20, 2019Updated 6 years ago
- This repository holds all the documents related to the workshop conducted at I2M Bordeaux in September 2024.☆20Apr 3, 2026Updated 6 months ago
- implementation of physics-informed variational auto-encoder☆20Oct 26, 2023Updated 2 years ago
- FEniCSx examples at CISM 2024☆15Jul 20, 2026Updated 2 months ago
- ☆16Jul 9, 2026Updated 3 months ago
- Neural operator learning of heterogeneous mechanobiological insults contributing to aortic aneurysms☆12Nov 4, 2024Updated last year
- Introduction to JAX Workshop @ ETH Zurich, 25 June 2024☆48Apr 16, 2025Updated last year