☆18Dec 22, 2025Updated 3 months ago
Alternatives and similar repositories for ml-PINN
Users that are interested in ml-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:
- Dual mesh approach for solving phase field based brittle fracture problems☆13Jun 23, 2021Updated 4 years ago
- 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
- Density-based topology optimization via the deep energy method☆18Nov 1, 2022Updated 3 years ago
- Qi ZHANG's simulation code (very preliminary and there are a lot of aspects to improve)☆15Jan 23, 2026Updated 2 months ago
- This repository contains code for a project that trains a neural network to solve solid mechanics problems faster than the traditional fi…☆12Sep 28, 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 and start building anything your business needs.
- Discovering Differential Equations with Physics-Informed Neural Networks and Symbolic Regression☆11Jul 28, 2023Updated 2 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
- A sequential DeepONet model implementation that uses a recurrent neural network (GRU and LSTM) in the branch and a feed-forward neural ne…☆19May 3, 2024Updated last year
- Code and data for article "Learning nonlocal constitutive models with neural networks", CMAME☆12Sep 7, 2021Updated 4 years ago
- Package for simulating contact mechanics☆14Mar 12, 2026Updated 2 weeks ago
- Forward modeling and inversion of dispersion curves☆14May 14, 2024Updated last year
- Solving a class of elliptic partial differential equations(PDEs) with multiple scales utilizing Fourier-based mixed physics informed neur…☆15Apr 12, 2024Updated last year
- Implementation of Pre-text invariant representation learning algorithm in pytorch☆11May 27, 2020Updated 5 years ago
- ☆11Mar 27, 2020Updated 6 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.
- Effective data sampling strategies and boundary condition constraints of physics-informed neural networks for identifying material proper…☆24Jul 3, 2023Updated 2 years ago
- MATLAB codes for the RPIM-NNS☆14Jun 26, 2024Updated last year
- This repository contains a MATLAB function for computing the Finite Element Method (FEM) discretization of the Laplace-Beltrami operator …☆14Jul 14, 2021Updated 4 years ago
- ☆35Nov 13, 2025Updated 4 months ago
- micmacsfenics: a FEniCs-based implementation of two-level finite element simulations (FE2) using computational homogenization.☆22Feb 20, 2026Updated last month
- A deep transfer regression method based on seed replacement considering balanced domain adaptation☆17Mar 28, 2023Updated 2 years ago
- Replication with PyTorch of ''Physics-informed neural networks: A deep learning framework for solving forward and inverse problems involv…☆35Jul 17, 2024Updated last year
- Adaptive phase field modeling of fracture using deep energy minimization.☆40Mar 29, 2021Updated 4 years ago
- A set of useful procedures to do different types of analysis in OpenSees☆18Feb 9, 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 and start building anything your business needs.
- ☆15Jul 3, 2023Updated 2 years ago
- SK-PINN: Accelerated physics-informed deep learning by smoothing kernel gradients☆25Apr 7, 2025Updated 11 months ago
- MatPFF: Matlab FEM program for phase-field fracture (AT1/2, PFCZM) simulation☆31Jan 2, 2025Updated last year
- A kind of loss function based on Least Squares Weighted Residual method for computational solid mechanics☆59May 30, 2024Updated last year
- Code for "NN-EUCLID: Deep-learning hyperelasticity without stress data" (Journal of the Mechanics and Physics of Solids, 2022).☆14Aug 11, 2025Updated 7 months ago
- Ground Penetrating Radar data processing and classification to detect buried objects in the ground☆16Jul 7, 2023Updated 2 years ago
- Solving High Frequency and Multi-Scale PDEs with Gaussian Processes (ICLR 2024)☆26Jun 7, 2024Updated last year
- ☆12Apr 1, 2025Updated 11 months ago
- PINN program for computational mechanics☆134Apr 1, 2024Updated last year
- 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.
- SE-PINN: Solving the Schrödinger Equation via Physics-Informed Machine Learning☆11Dec 17, 2025Updated 3 months ago
- The source code to cluster multiple manifolds with intersection☆12Apr 18, 2017Updated 8 years ago
- ☆17Feb 11, 2025Updated last year
- Feature Selection and Nuisance Attribute Projection for Speech Emotion Recognition☆10Dec 4, 2020Updated 5 years ago
- ☆15May 11, 2024Updated last year
- IGAFrac (short for Isogeometric Analysis of Fracture) is a MATLAB code for fracture simulation.☆29May 10, 2022Updated 3 years ago
- Physics-informed deep learning for structural dynamics under moving load☆19Oct 4, 2024Updated last year