yizheng-wang / Research-on-Solving-Partial-Differential-Equations-of-Solid-Mechanics-Based-on-PINNView on GitHub
This is the code of my master thesis.
☆219Feb 7, 2026Updated 5 months ago
Alternatives and similar repositories for Research-on-Solving-Partial-Differential-Equations-of-Solid-Mechanics-Based-on-PINN
Users that are interested in Research-on-Solving-Partial-Differential-Equations-of-Solid-Mechanics-Based-on-PINN are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- PINN program for computational mechanics☆149Apr 1, 2024Updated 2 years ago
- Physics Informed Neural Networks To Solve Problems In Solid Mechanics☆20Sep 6, 2023Updated 2 years ago
- MATLAB codes for the RPIM-NNS☆16Jun 26, 2024Updated 2 years ago
- Implementation of Physics-Informed Neural Networks for Computational Mechanics based on the DeepXDE package.☆69Jul 14, 2026Updated 2 weeks ago
- A method based on a feed forward neural network to solve partial differential equations in nonlinear elasticity at finite strain based on…☆79Apr 17, 2026Updated 3 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.
- ☆19Feb 11, 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
- A Jupyter Notebook implementation of Physics-informed neural network to solve solid mechanics problem.☆26May 11, 2023Updated 3 years ago
- ☆20Dec 22, 2025Updated 7 months ago
- A kind of loss function based on Least Squares Weighted Residual method for computational solid mechanics☆63Apr 19, 2026Updated 3 months ago
- PINNs with irreversible constraints.☆16Jun 10, 2026Updated last month
- Effective data sampling strategies and boundary condition constraints of physics-informed neural networks for identifying material proper…☆25Jul 3, 2023Updated 3 years ago
- Physics-guided neural network framework for elastic plates☆52Mar 24, 2022Updated 4 years ago
- ☆15Jul 25, 2022Updated 4 years 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.
- Physics-informed radial basis network☆42May 20, 2024Updated 2 years ago
- A deep energy method (DEM) to solve J2 elastoplasticity problems in 3D.☆29Jan 20, 2023Updated 3 years ago
- Variational Physic-informed Neural Operator (VINO) for Learning Partial Differential Equations☆39Apr 1, 2026Updated 3 months ago
- A place to share problems solved with SciANN☆310Nov 6, 2023Updated 2 years ago
- physics-informed neural network for elastodynamics problem☆164Jan 20, 2022Updated 4 years ago
- This repository contains the code for coupling FEniCS with Physics-Informed DeepONet☆22Mar 28, 2026Updated 4 months ago
- Physics-informed deep learning for structural dynamics under moving load☆22Oct 4, 2024Updated last year
- Adaptive phase field modeling of fracture using deep energy minimization.☆44Mar 29, 2021Updated 5 years ago
- [NeurIPS 2024] Codebase for PINNacle: A Comprehensive Benchmark of Physics-Informed Neural Networks for Solving PDEs.☆442Updated this week
- 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.
- ☆22Apr 21, 2023Updated 3 years ago
- SK-PINN: Accelerated physics-informed deep learning by smoothing kernel gradients☆24Apr 7, 2025Updated last year
- Using Physics-Informed Deep Learning (PIDL) techniques (W-PINNs-DE & W-PINNs) to solve forward and inverse hydrodynamic shock-tube proble…☆230Feb 21, 2023Updated 3 years ago
- The first open-source repository for Scientific Machine Learning (PINNs, PIELM, RFM, Neural Operators) via Vibe Coding. JAX-GPU implement…☆112Jul 21, 2026Updated last week
- ☆174Jun 27, 2022Updated 4 years ago
- ☆28Dec 21, 2023Updated 2 years ago
- Competitive Physics Informed Networks☆31Sep 21, 2024Updated last year
- Repository for some of the experiments presented in the paper "Deep Learning Alternatives of the Kolmogorov Superposition Theorem", Spotl…☆22Mar 28, 2025Updated last year
- ☆17Apr 28, 2024Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆218Oct 20, 2024Updated last year
- Code for the paper "A physics-informed neural network framework for laminated composite plates under bending"☆19Jan 17, 2025Updated last year
- Neural Network Approach for Elastoplastic Constitutive Modeling☆27May 17, 2023Updated 3 years ago
- ☆18Aug 13, 2024Updated last year
- 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
- One-shot learning for solution operators of partial differential equations☆30Nov 20, 2025Updated 8 months ago
- PINN Research Benchmark☆15Mar 30, 2026Updated 3 months ago